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| "id": "site_8ccb003d9c", | |
| "title": "#Exploration: A Study of Count-Based Exploration for Deep Reinforcement Learning", | |
| "author": "Haoran Tang, Rein Houthooft, Davis Foote, Adam Stooke, OpenAI Xi Chen, Yan Duan, John Schulman, Filip DeTurck, Pieter Abbeel", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2017/poster/9061" | |
| }, | |
| { | |
| "id": "site_0ddea45a2d", | |
| "title": "A Bayesian Data Augmentation Approach for Learning Deep Models", | |
| "author": "Toan Tran, Trung Pham, Gustavo Carneiro, Lyle Palmer, Ian Reid", | |
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| "site": "https://nips.cc/virtual/2017/poster/9065" | |
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| { | |
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| "title": "A Decomposition of Forecast Error in Prediction Markets", | |
| "author": "Miro Dudik, Sebastien Lahaie, Ryan Rogers, Jennifer Wortman Vaughan", | |
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| "site": "https://nips.cc/virtual/2017/poster/9216" | |
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| { | |
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| "title": "A Dirichlet Mixture Model of Hawkes Processes for Event Sequence Clustering", | |
| "author": "Hongteng Xu, Hongyuan Zha", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/8927" | |
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| { | |
| "id": "site_811e3ef694", | |
| "title": "A Disentangled Recognition and Nonlinear Dynamics Model for Unsupervised Learning", | |
| "author": "Marco Fraccaro, Simon Kamronn, Ulrich Paquet, Ole Winther", | |
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| "title": "A General Framework for Robust Interactive Learning", | |
| "author": "Ehsan Emamjomeh-Zadeh, David Kempe", | |
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| "site": "https://nips.cc/virtual/2017/poster/9474" | |
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| { | |
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| "title": "A Greedy Approach for Budgeted Maximum Inner Product Search", | |
| "author": "Hsiang-Fu Yu, Cho-Jui Hsieh, Qi Lei, Inderjit Dhillon", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2017/poster/9320" | |
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| "title": "A KL-LUCB algorithm for Large-Scale Crowdsourcing", | |
| "author": "Ervin Tanczos, Robert Nowak, Bob Mankoff", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2017/poster/9362" | |
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| "title": "A Learning Error Analysis for Structured Prediction with Approximate Inference", | |
| "author": "Yuanbin Wu, Man Lan, Shiliang Sun, Qi Zhang, Xuanjing Huang", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/9384" | |
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| { | |
| "id": "site_8dcfd316ea", | |
| "title": "A Linear-Time Kernel Goodness-of-Fit Test", | |
| "author": "Wittawat Jitkrittum, Wenkai Xu, Zoltan Szabo, Kenji Fukumizu, Arthur Gretton", | |
| "status": "Oral", | |
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| "site": "https://nips.cc/virtual/2017/poster/8823" | |
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| { | |
| "id": "site_70fa3042d3", | |
| "title": "A Meta-Learning Perspective on Cold-Start Recommendations for Items", | |
| "author": "Manasi Vartak, Arvind Thiagarajan, Conrado Miranda, Jeshua Bratman, Hugo Larochelle", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2017/poster/9457" | |
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| { | |
| "id": "site_2c24686b72", | |
| "title": "A Minimax Optimal Algorithm for Crowdsourcing", | |
| "author": "Thomas Bonald, Richard Combes", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2017/poster/9214" | |
| }, | |
| { | |
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| "title": "A New Alternating Direction Method for Linear Programming", | |
| "author": "Sinong Wang, Ness Shroff", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2017/poster/8939" | |
| }, | |
| { | |
| "id": "site_824a85bd2d", | |
| "title": "A New Theory for Matrix Completion", | |
| "author": "Guangcan Liu, Qingshan Liu, Xiaotong Yuan", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/8873" | |
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| { | |
| "id": "site_c8926c7052", | |
| "title": "A PAC-Bayesian Analysis of Randomized Learning with Application to Stochastic Gradient Descent", | |
| "author": "Ben London", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/9078" | |
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| { | |
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| "title": "A Probabilistic Framework for Nonlinearities in Stochastic Neural Networks", | |
| "author": "Qinliang Su, xuejun Liao, Lawrence Carin", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/9226" | |
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| { | |
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| "title": "A Regularized Framework for Sparse and Structured Neural Attention", | |
| "author": "Vlad Niculae, Mathieu Blondel", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/9118" | |
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| "title": "A Sample Complexity Measure with Applications to Learning Optimal Auctions", | |
| "author": "Vasilis Syrgkanis", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/9310" | |
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| { | |
| "id": "site_68cbd1eaad", | |
| "title": "A Scale Free Algorithm for Stochastic Bandits with Bounded Kurtosis", | |
| "author": "Tor Lattimore", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2017/poster/8949" | |
| }, | |
| { | |
| "id": "site_0fc48de96f", | |
| "title": "A Screening Rule for l1-Regularized Ising Model Estimation", | |
| "author": "Zhaobin Kuang, Sinong Geng, David Page", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/8867" | |
| }, | |
| { | |
| "id": "site_8e8f41da76", | |
| "title": "A Sharp Error Analysis for the Fused Lasso, with Application to Approximate Changepoint Screening", | |
| "author": "Kevin Lin, James Sharpnack, Alessandro Rinaldo, Ryan Tibshirani", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/9455" | |
| }, | |
| { | |
| "id": "site_c2bfa62007", | |
| "title": "A Unified Approach to Interpreting Model Predictions", | |
| "author": "Scott M Lundberg, Su-In Lee", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/9253" | |
| }, | |
| { | |
| "id": "site_47b941978b", | |
| "title": "A Unified Game-Theoretic Approach to Multiagent Reinforcement Learning", | |
| "author": "Marc Lanctot, Vinicius Zambaldi, Audrunas Gruslys, Angeliki Lazaridou, Karl Tuyls, Julien Perolat, David Silver, Thore Graepel", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/9199" | |
| }, | |
| { | |
| "id": "site_f6d4001bda", | |
| "title": "A Universal Analysis of Large-Scale Regularized Least Squares Solutions", | |
| "author": "Ashkan Panahi, Babak Hassibi", | |
| "status": "Spotlight", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/9122" | |
| }, | |
| { | |
| "id": "site_adba64bc7f", | |
| "title": "A framework for Multi-A(rmed)/B(andit) Testing with Online FDR Control", | |
| "author": "Fanny Yang, Aaditya Ramdas, Kevin Jamieson, Martin Wainwright", | |
| "status": "Spotlight", | |
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| "site": "https://nips.cc/virtual/2017/poster/9368" | |
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| { | |
| "id": "site_5f065c2dd7", | |
| "title": "A graph-theoretic approach to multitasking", | |
| "author": "Noga Alon, Daniel Reichman, Igor Shinkar, Tal Wagner, Sebastian Musslick, Jonathan D Cohen, Tom Griffiths, Biswadip dey, Kayhan Ozcimder", | |
| "status": "Oral", | |
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| "site": "https://nips.cc/virtual/2017/poster/8998" | |
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| { | |
| "id": "site_6734ac4486", | |
| "title": "A multi-agent reinforcement learning model of common-pool resource appropriation", | |
| "author": "Julien P\u00e9rolat, Joel Leibo, Vinicius Zambaldi, Charles Beattie, Karl Tuyls, Thore Graepel", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2017/poster/9147" | |
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| { | |
| "id": "site_5993ed0cc7", | |
| "title": "A simple model of recognition and recall memory", | |
| "author": "Nisheeth Srivastava, Edward Vul", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/8826" | |
| }, | |
| { | |
| "id": "site_c3566ae6d0", | |
| "title": "A simple neural network module for relational reasoning", | |
| "author": "Adam Santoro, David Raposo, David Barrett, Mateusz Malinowski, Razvan Pascanu, Peter Battaglia, Timothy Lillicrap", | |
| "status": "Spotlight", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/9273" | |
| }, | |
| { | |
| "id": "site_0b529cd8a9", | |
| "title": "A unified approach to interpreting model predictions", | |
| "author": "Scott M Lundberg, Su-In Lee", | |
| "status": "Oral", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/oral/10008" | |
| }, | |
| { | |
| "id": "site_d93bbad06e", | |
| "title": "A-NICE-MC: Adversarial Training for MCMC", | |
| "author": "Jiaming Song, Shengjia Zhao, Stefano Ermon", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/9290" | |
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| "id": "site_ca9439b42a", | |
| "title": "ADMM without a Fixed Penalty Parameter: Faster Convergence with New Adaptive Penalization", | |
| "author": "Yi Xu, Mingrui Liu, Qihang Lin, Tianbao Yang", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/8919" | |
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| "id": "site_09b16be8f3", | |
| "title": "AIDE: An algorithm for measuring the accuracy of probabilistic inference algorithms", | |
| "author": "Marco Cusumano-Towner, Vikash Mansinghka", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/9085" | |
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| "title": "ALICE: Towards Understanding Adversarial Learning for Joint Distribution Matching", | |
| "author": "Chunyuan Li, Hao Liu, Changyou Chen, Yuchen Pu, Liqun Chen, Ricardo Henao, Lawrence Carin", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/9324" | |
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| "title": "Accelerated First-order Methods for Geodesically Convex Optimization on Riemannian Manifolds", | |
| "author": "Yuanyuan Liu, Fanhua Shang, James Cheng, Hong Cheng, Licheng Jiao", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/9263" | |
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| "id": "site_44c01340d1", | |
| "title": "Accelerated Stochastic Greedy Coordinate Descent by Soft Thresholding Projection onto Simplex", | |
| "author": "Chaobing Song, Shaobo Cui, Yong Jiang, Shu-Tao Xia", | |
| "status": "Spotlight", | |
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| "site": "https://nips.cc/virtual/2017/poster/9260" | |
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| "title": "Accelerated consensus via Min-Sum Splitting", | |
| "author": "Patrick Rebeschini, Sekhar C Tatikonda", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2017/poster/8929" | |
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| "title": "Acceleration and Averaging in Stochastic Descent Dynamics", | |
| "author": "Walid Krichene, Peter Bartlett", | |
| "status": "Spotlight", | |
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| "site": "https://nips.cc/virtual/2017/poster/9447" | |
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| "title": "Accuracy First: Selecting a Differential Privacy Level for Accuracy Constrained ERM", | |
| "author": "Katrina Ligett, Seth Neel, Aaron Roth, Bo Waggoner, Steven Wu", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2017/poster/9043" | |
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| "title": "Action Centered Contextual Bandits", | |
| "author": "Kristjan Greenewald, Ambuj Tewari, Susan Murphy, Predag Klasnja", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/9370" | |
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| "title": "Active Bias: Training More Accurate Neural Networks by Emphasizing High Variance Samples", | |
| "author": "Haw-Shiuan Chang, Erik Learned-Miller, Andrew McCallum", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/8894" | |
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| "title": "Active Exploration for Learning Symbolic Representations", | |
| "author": "Garrett Andersen, George Konidaris", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/9277" | |
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| "title": "Active Learning from Peers", | |
| "author": "Keerthiram Murugesan, Jaime Carbonell", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2017/poster/9467" | |
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| "title": "AdaGAN: Boosting Generative Models", | |
| "author": "Ilya Tolstikhin, Sylvain Gelly, Olivier Bousquet, Carl-Johann SIMON-GABRIEL, Bernhard Sch\u00f6lkopf", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2017/poster/9317" | |
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| "id": "site_8065bc1eab", | |
| "title": "Adaptive Accelerated Gradient Converging Method under H\\\"{o}lderian Error Bound Condition", | |
| "author": "Mingrui Liu, Tianbao Yang", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/9095" | |
| }, | |
| { | |
| "id": "site_c1b0baaa70", | |
| "title": "Adaptive Active Hypothesis Testing under Limited Information", | |
| "author": "Fabio Cecchi, Nidhi Hegde", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/9184" | |
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| "title": "Adaptive Batch Size for Safe Policy Gradients", | |
| "author": "Matteo Papini, Matteo Pirotta, Marcello Restelli", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/9142" | |
| }, | |
| { | |
| "id": "site_0bbd7639cc", | |
| "title": "Adaptive Bayesian Sampling with Monte Carlo EM", | |
| "author": "Anirban Roychowdhury, Srinivasan Parthasarathy", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/8918" | |
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| "id": "site_26ebf3c77c", | |
| "title": "Adaptive Classification for Prediction Under a Budget", | |
| "author": "Feng Nan, Venkatesh Saligrama", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/9249" | |
| }, | |
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| "id": "site_ad7b275cb3", | |
| "title": "Adaptive Clustering through Semidefinite Programming", | |
| "author": "Martin Royer", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/8969" | |
| }, | |
| { | |
| "id": "site_e4f702716b", | |
| "title": "Adaptive SVRG Methods under Error Bound Conditions with Unknown Growth Parameter", | |
| "author": "Yi Xu, Qihang Lin, Tianbao Yang", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/9112" | |
| }, | |
| { | |
| "id": "site_743e475b7c", | |
| "title": "Adaptive stimulus selection for optimizing neural population responses", | |
| "author": "Benjamin Cowley, Ryan Williamson, Katerina Clemens, Matthew Smith, Byron M Yu", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/8931" | |
| }, | |
| { | |
| "id": "site_38206ad07b", | |
| "title": "Adversarial Ranking for Language Generation", | |
| "author": "Kevin Lin, Dianqi Li, Xiaodong He, Ming-ting Sun, Zhengyou Zhang", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/9100" | |
| }, | |
| { | |
| "id": "site_6bd9321d8e", | |
| "title": "Adversarial Surrogate Losses for Ordinal Regression", | |
| "author": "Rizal Fathony, Mohammad Ali Bashiri, Brian Ziebart", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/8852" | |
| }, | |
| { | |
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| "title": "Adversarial Symmetric Variational Autoencoder", | |
| "author": "Yuchen Pu, Weiyao Wang, Ricardo Henao, Liqun Chen, Zhe Gan, Chunyuan Li, Lawrence Carin", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/9212" | |
| }, | |
| { | |
| "id": "site_18137e7d66", | |
| "title": "Affine-Invariant Online Optimization and the Low-rank Experts Problem", | |
| "author": "Tomer Koren, Roi Livni", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/9251" | |
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| "title": "Affinity Clustering: Hierarchical Clustering at Scale", | |
| "author": "Mohammadhossein Bateni, Soheil Behnezhad, Mahsa Derakhshan, MohammadTaghi Hajiaghayi, Raimondas Kiveris, Silvio Lattanzi, Vahab Mirrokni", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/9453" | |
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| "title": "Aggressive Sampling for Multi-class to Binary Reduction with Applications to Text Classification", | |
| "author": "Bikash Joshi, Massih R. Amini, Ioannis Partalas, Franck Iutzeler, Yury Maximov", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/9196" | |
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| "id": "site_327523c885", | |
| "title": "Alternating Estimation for Structured High-Dimensional Multi-Response Models", | |
| "author": "Sheng Chen, Arindam Banerjee", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/9068" | |
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| "title": "Alternating minimization for dictionary learning with random initialization", | |
| "author": "Niladri Chatterji, Peter Bartlett", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2017/poster/8988" | |
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| { | |
| "id": "site_abdf7f8a67", | |
| "title": "An Empirical Bayes Approach to Optimizing Machine Learning Algorithms", | |
| "author": "James McInerney", | |
| "status": "Spotlight", | |
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| "site": "https://nips.cc/virtual/2017/poster/9057" | |
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| "title": "An Empirical Study on The Properties of Random Bases for Kernel Methods", | |
| "author": "Maximilian Alber, Pieter-Jan Kindermans, Kristof Sch\u00fctt, Klaus-Robert M\u00fcller, Fei Sha", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/9062" | |
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| "author": "Hanul Shin, Jung Kwon Lee, Jaehong Kim, Jiwon Kim", | |
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| "author": "Mark van der Wilk, Carl Edward Rasmussen, James Hensman", | |
| "status": "Oral", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/9069" | |
| }, | |
| { | |
| "id": "site_259165489f", | |
| "title": "Convolutional Phase Retrieval", | |
| "author": "Qing Qu, Yuqian Zhang, Yonina Eldar, John Wright", | |
| "status": "Poster", | |
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| }, | |
| { | |
| "id": "site_067207cb15", | |
| "title": "Cortical microcircuits as gated-recurrent neural networks", | |
| "author": "Rui Costa, Yannis Assael, Brendan Shillingford, Nando de Freitas, TIm Vogels", | |
| "status": "Poster", | |
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| { | |
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| "author": "Sven Peter, Ferran Diego, Fred Hamprecht, Boaz Nadler", | |
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| }, | |
| { | |
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| "title": "Counterfactual Fairness", | |
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| { | |
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| "title": "Countering Feedback Delays in Multi-Agent Learning", | |
| "author": "Zhengyuan Zhou, Panayotis Mertikopoulos, Nicholas Bambos, Peter W Glynn, Claire Tomlin", | |
| "status": "Poster", | |
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| { | |
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| "title": "Cross-Spectral Factor Analysis", | |
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| { | |
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| "title": "Decoding with Value Networks for Neural Machine Translation", | |
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| "title": "Decomposable Submodular Function Minimization: Discrete and Continuous", | |
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| "title": "Decomposition-Invariant Conditional Gradient for General Polytopes with Line Search", | |
| "author": "Mohammad Ali Bashiri, Xinhua Zhang", | |
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| "author": "Yizhe Zhang, Dinghan Shen, Guoyin Wang, Zhe Gan, Ricardo Henao, Lawrence Carin", | |
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| "title": "Deep Dynamic Poisson Factorization Model", | |
| "author": "Chengyue Gong, win-bin huang", | |
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| "title": "Deep Hyperspherical Learning", | |
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| "status": "Spotlight", | |
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| "title": "Deep Lattice Networks and Partial Monotonic Functions", | |
| "author": "Seungil You, David Ding, Kevin Canini, Jan Pfeifer, Maya Gupta", | |
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| "title": "Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model", | |
| "author": "Xingjian Shi, Zhihan Gao, Leonard Lausen, Hao Wang, Dit-Yan Yeung, Wai-kin Wong, Wang-chun WOO", | |
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| "title": "Deep Learning with Topological Signatures", | |
| "author": "Christoph Hofer, Roland Kwitt, Marc Niethammer, Andreas Uhl", | |
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| "site": "https://nips.cc/virtual/2017/poster/8954" | |
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| "title": "Deep Mean-Shift Priors for Image Restoration", | |
| "author": "Siavash Arjomand Bigdeli, Matthias Zwicker, Paolo Favaro, Meiguang Jin", | |
| "status": "Spotlight", | |
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| "title": "Deep Multi-task Gaussian Processes for Survival Analysis with Competing Risks", | |
| "author": "Ahmed M. Alaa, Mihaela van der Schaar", | |
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| "title": "Deep Networks for Decoding Natural Images from Retinal Signals", | |
| "author": "Nikhil Parthasarathy, Eleanor Batty, William Falcon, Thomas Rutten, Mohit Rajpal, E.J. Chichilnisky, Liam Paninski", | |
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| "title": "Deep Recurrent Neural Network-Based Identification of Precursor microRNAs", | |
| "author": "Seunghyun Park, Seonwoo Min, Hyun-Soo Choi, Sungroh Yoon", | |
| "status": "Poster", | |
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| { | |
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| "title": "Deep Reinforcement Learning from Human Preferences", | |
| "author": "Paul Christiano, Jan Leike, Tom Brown, Miljan Martic, Shane Legg, Dario Amodei", | |
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| "title": "Deep Sets", | |
| "author": "Manzil Zaheer, Satwik Kottur, Siamak Ravanbakhsh, Barnabas Poczos, Ruslan Salakhutdinov, Alexander Smola", | |
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| "title": "Deep Subspace Clustering Networks", | |
| "author": "Pan Ji, Tong Zhang, Hongdong Li, Mathieu Salzmann, Ian Reid", | |
| "status": "Poster", | |
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| "title": "Deep Supervised Discrete Hashing", | |
| "author": "Qi Li, Zhenan Sun, Ran He, Tieniu Tan", | |
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| "title": "Deep Voice 2: Multi-Speaker Neural Text-to-Speech", | |
| "author": "Andrew Gibiansky, Sercan Arik, Gregory Diamos, John Miller, Kainan Peng, Wei Ping, Jonathan Raiman, Yanqi Zhou", | |
| "status": "Spotlight", | |
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| "title": "Deliberation Networks: Sequence Generation Beyond One-Pass Decoding", | |
| "author": "Yingce Xia, Fei Tian, Lijun Wu, Jianxin Lin, Tao Qin, Nenghai Yu, Tie-Yan Liu", | |
| "status": "Poster", | |
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| "title": "Detrended Partial Cross Correlation for Brain Connectivity Analysis", | |
| "author": "Jaime Ide, F\u00e1bio Cappabianco, Fabio Faria, Chiang-shan R Li", | |
| "status": "Poster", | |
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| "title": "Differentiable Learning of Logical Rules for Knowledge Base Reasoning", | |
| "author": "Fan Yang, Zhilin Yang, William Cohen", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2017/poster/9019" | |
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| { | |
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| "title": "Differentiable Learning of Submodular Functions", | |
| "author": "Josip Djolonga, Andreas Krause", | |
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| "title": "Differentially Private Empirical Risk Minimization Revisited: Faster and More General", | |
| "author": "Di Wang, Minwei Ye, Jinhui Xu", | |
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| "title": "Differentially private Bayesian learning on distributed data", | |
| "author": "Mikko Heikkil\u00e4, Eemil Lagerspetz, Samuel Kaski, Kana Shimizu, Sasu Tarkoma, Antti Honkela", | |
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| { | |
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| "title": "Diffusion Approximations for Online Principal Component Estimation and Global Convergence", | |
| "author": "Chris Junchi Li, Mengdi Wang, Tong Zhang", | |
| "status": "Oral", | |
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| { | |
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| "title": "Dilated Recurrent Neural Networks", | |
| "author": "Shiyu Chang, Yang Zhang, Wei Han, Mo Yu, Xiaoxiao Guo, Wei Tan, Xiaodong Cui, Michael Witbrock, Mark Hasegawa-Johnson, Thomas Huang", | |
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| "title": "Discovering Potential Correlations via Hypercontractivity", | |
| "author": "Hyeji Kim, Weihao Gao, Sreeram Kannan, Sewoong Oh, Pramod Viswanath", | |
| "status": "Poster", | |
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| "title": "Discriminative State Space Models", | |
| "author": "Vitaly Kuznetsov, Mehryar Mohri", | |
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| "title": "Distral: Robust multitask reinforcement learning", | |
| "author": "Yee Teh, Victor Bapst, Wojciech Czarnecki, John Quan, James Kirkpatrick, Raia Hadsell, Nicolas Heess, Razvan Pascanu", | |
| "status": "Poster", | |
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| "title": "Diverse and Accurate Image Description Using a Variational Auto-Encoder with an Additive Gaussian Encoding Space", | |
| "author": "Liwei Wang, Alex Schwing, Svetlana Lazebnik", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2017/poster/9349" | |
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| "title": "Diving into the shallows: a computational perspective on large-scale shallow learning", | |
| "author": "SIYUAN MA, Mikhail Belkin", | |
| "status": "Spotlight", | |
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| "title": "Do Deep Neural Networks Suffer from Crowding?", | |
| "author": "Anna Volokitin, Gemma Roig, Tomaso Poggio", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2017/poster/9337" | |
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| { | |
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| "title": "Doubly Accelerated Stochastic Variance Reduced Dual Averaging Method for Regularized Empirical Risk Minimization", | |
| "author": "Tomoya Murata, Taiji Suzuki", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2017/poster/8856" | |
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| { | |
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| "title": "Doubly Stochastic Variational Inference for Deep Gaussian Processes", | |
| "author": "Hugh Salimbeni, Marc Deisenroth", | |
| "status": "Spotlight", | |
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| "site": "https://nips.cc/virtual/2017/poster/9236" | |
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| "title": "DropoutNet: Addressing Cold Start in Recommender Systems", | |
| "author": "Maksims Volkovs, Guangwei Yu, Tomi Poutanen", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/9272" | |
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| { | |
| "id": "site_23a80c7e81", | |
| "title": "Dual Discriminator Generative Adversarial Nets", | |
| "author": "Tu Nguyen, Trung Le, Hung Vu, Dinh Phung", | |
| "status": "Spotlight", | |
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| "site": "https://nips.cc/virtual/2017/poster/9053" | |
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| "title": "Dual Path Networks", | |
| "author": "Yunpeng Chen, Jianan Li, Huaxin Xiao, Xiaojie Jin, Shuicheng Yan, Jiashi Feng", | |
| "status": "Spotlight", | |
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| "site": "https://nips.cc/virtual/2017/poster/9224" | |
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| { | |
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| "title": "Dual-Agent GANs for Photorealistic and Identity Preserving Profile Face Synthesis", | |
| "author": "Jian Zhao, Lin Xiong, Panasonic Karlekar Jayashree, Jianshu Li, Fang Zhao, Zhecan Wang, Panasonic Sugiri Pranata, Panasonic Shengmei Shen, Shuicheng Yan, Jiashi Feng", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2017/poster/8805" | |
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| { | |
| "id": "site_6ce8357aca", | |
| "title": "Dualing GANs", | |
| "author": "Yujia Li, Alex Schwing, Kuan-Chieh Wang, Richard Zemel", | |
| "status": "Spotlight", | |
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| "site": "https://nips.cc/virtual/2017/poster/9335" | |
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| { | |
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| "title": "Dykstra's Algorithm, ADMM, and Coordinate Descent: Connections, Insights, and Extensions", | |
| "author": "Ryan Tibshirani", | |
| "status": "Poster", | |
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| { | |
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| "title": "Dynamic Importance Sampling for Anytime Bounds of the Partition Function", | |
| "author": "Qi Lou, Rina Dechter, Alexander Ihler", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2017/poster/9104" | |
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| { | |
| "id": "site_08ba00f09d", | |
| "title": "Dynamic Revenue Sharing", | |
| "author": "Santiago Balseiro, Max Lin, Vahab Mirrokni, Renato Leme, IIIS Song Zuo", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2017/poster/9054" | |
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| { | |
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| "title": "Dynamic Routing Between Capsules", | |
| "author": "Sara Sabour, Nicholas Frosst, Geoffrey E Hinton", | |
| "status": "Spotlight", | |
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| "site": "https://nips.cc/virtual/2017/poster/9167" | |
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| { | |
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| "title": "Dynamic Safe Interruptibility for Decentralized Multi-Agent Reinforcement Learning", | |
| "author": "El Mahdi El-Mhamdi, Rachid Guerraoui, Hadrien Hendrikx, Alexandre Maurer", | |
| "status": "Spotlight", | |
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| { | |
| "id": "site_13f7cc5b23", | |
| "title": "Dynamic-Depth Context Tree Weighting", | |
| "author": "Joao V Messias, Shimon Whiteson", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2017/poster/9117" | |
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| "title": "EEG-GRAPH: A Factor-Graph-Based Model for Capturing Spatial, Temporal, and Observational Relationships in Electroencephalograms", | |
| "author": "Yogatheesan Varatharajah, Min Jin Chong, Krishnakant Saboo, Brent M Berry, Benjamin Brinkmann, Gregory Worrell, Ravishankar Iyer", | |
| "status": "Poster", | |
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| { | |
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| "title": "ELF: An Extensive, Lightweight and Flexible Research Platform for Real-time Strategy Games", | |
| "author": "Yuandong Tian, Qucheng Gong, Wendy Shang, Yuxin Wu, Larry Zitnick", | |
| "status": "Oral", | |
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| "site": "https://nips.cc/virtual/2017/poster/9052" | |
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| { | |
| "id": "site_ef3f67cce6", | |
| "title": "EX2: Exploration with Exemplar Models for Deep Reinforcement Learning", | |
| "author": "Justin Fu, John Co-Reyes, Sergey Levine", | |
| "status": "Spotlight", | |
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| "title": "Early stopping for kernel boosting algorithms: A general analysis with localized complexities", | |
| "author": "Yuting Wei, Fanny Yang, Martin Wainwright", | |
| "status": "Spotlight", | |
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| "site": "https://nips.cc/virtual/2017/poster/9378" | |
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| { | |
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| "title": "Effective Parallelisation for Machine Learning", | |
| "author": "Michael Kamp, Mario Boley, Olana Missura, Thomas G\u00e4rtner", | |
| "status": "Poster", | |
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| { | |
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| "title": "Efficient Approximation Algorithms for Strings Kernel Based Sequence Classification", | |
| "author": "Muhammad Farhan, Juvaria Tariq, Arif Zaman, Mudassir Shabbir, Imdad Ullah Khan", | |
| "status": "Poster", | |
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| "title": "Efficient Modeling of Latent Information in Supervised Learning using Gaussian Processes", | |
| "author": "Zhenwen Dai, Mauricio \u00c1lvarez, Neil Lawrence", | |
| "status": "Poster", | |
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| "title": "Efficient Online Linear Optimization with Approximation Algorithms", | |
| "author": "Dan Garber", | |
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| "title": "Efficient Second-Order Online Kernel Learning with Adaptive Embedding", | |
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| "title": "Efficient Sublinear-Regret Algorithms for Online Sparse Linear Regression with Limited Observation", | |
| "author": "Shinji Ito, Daisuke Hatano, Hanna Sumita, Akihiro Yabe, Takuro Fukunaga, Naonori Kakimura, Ken-Ichi Kawarabayashi", | |
| "status": "Poster", | |
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| "title": "Efficient Use of Limited-Memory Accelerators for Linear Learning on Heterogeneous Systems", | |
| "author": "Celestine D\u00fcnner, Thomas Parnell, Martin Jaggi", | |
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| "title": "Efficient and Flexible Inference for Stochastic Systems", | |
| "author": "Stefan Bauer, Nico S Gorbach, Djordje Miladinovic, Joachim M Buhmann", | |
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| "author": "Surbhi Goel, Adam Klivans", | |
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| "title": "Emergence of Language with Multi-agent Games: Learning to Communicate with Sequences of Symbols", | |
| "author": "Serhii Havrylov, Ivan Titov", | |
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| "author": "Tim Rockt\u00e4schel, Sebastian Riedel", | |
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| "title": "End-to-end Differentiable Proving", | |
| "author": "Tim Rockt\u00e4schel, Sebastian Riedel", | |
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| "title": "Ensemble Sampling", | |
| "author": "Xiuyuan Lu, Benjamin Van Roy", | |
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| "title": "Estimating Accuracy from Unlabeled Data: A Probabilistic Logic Approach", | |
| "author": "Emmanouil Platanios, Hoifung Poon, Tom M Mitchell, Eric Horvitz", | |
| "status": "Poster", | |
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| "title": "Estimating High-dimensional Non-Gaussian Multiple Index Models via Stein\u2019s Lemma", | |
| "author": "Zhuoran Yang, Krishnakumar Balasubramanian, Zhaoran Wang, Han Liu", | |
| "status": "Poster", | |
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| "title": "Estimating Mutual Information for Discrete-Continuous Mixtures", | |
| "author": "Weihao Gao, Sreeram Kannan, Sewoong Oh, Pramod Viswanath", | |
| "status": "Spotlight", | |
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| "title": "Estimation of the covariance structure of heavy-tailed distributions", | |
| "author": "Xiaohan Wei, Stanislav Minsker", | |
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| "title": "Excess Risk Bounds for the Bayes Risk using Variational Inference in Latent Gaussian Models", | |
| "author": "Rishit Sheth, Roni Khardon", | |
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| "title": "Expectation Propagation for t-Exponential Family Using q-Algebra", | |
| "author": "Futoshi Futami, Issei Sato, Masashi Sugiyama", | |
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| "title": "Expectation Propagation with Stochastic Kinetic Model in Complex Interaction Systems", | |
| "author": "Le Fang, Fan Yang, Wen Dong, Tong Guan, Chunming Qiao", | |
| "status": "Poster", | |
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| "title": "Experimental Design for Learning Causal Graphs with Latent Variables", | |
| "author": "Murat Kocaoglu, Karthikeyan Shanmugam, Elias Bareinboim", | |
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| "title": "Exploring Generalization in Deep Learning", | |
| "author": "Behnam Neyshabur, Srinadh Bhojanapalli, David Mcallester, Nati Srebro", | |
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| "title": "Extracting low-dimensional dynamics from multiple large-scale neural population recordings by learning to predict correlations", | |
| "author": "Marcel Nonnenmacher, Srinivas C Turaga, Jakob H Macke", | |
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| "title": "ExtremeWeather: A large-scale climate dataset for semi-supervised detection, localization, and understanding of extreme weather events", | |
| "author": "Evan Racah, Christopher Beckham, Tegan Maharaj, Samira Ebrahimi Kahou, Mr. Prabhat, Chris Pal", | |
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| "title": "FALKON: An Optimal Large Scale Kernel Method", | |
| "author": "Alessandro Rudi, Luigi Carratino, Lorenzo Rosasco", | |
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| "title": "Fader Networks:Manipulating Images by Sliding Attributes", | |
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| "title": "Fast Black-box Variational Inference through Stochastic Trust-Region Optimization", | |
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| "title": "Fast amortized inference of neural activity from calcium imaging data with variational autoencoders", | |
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| "title": "Fast, Sample-Efficient Algorithms for Structured Phase Retrieval", | |
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| "title": "Federated Multi-Task Learning", | |
| "author": "Virginia Smith, Chao-Kai Chiang, Maziar Sanjabi, Ameet S Talwalkar", | |
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| "title": "Few-Shot Adversarial Domain Adaptation", | |
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| "title": "Few-Shot Learning Through an Information Retrieval Lens", | |
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| "title": "Finite sample analysis of the GTD Policy Evaluation Algorithms in Markov Setting", | |
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| "author": "Aryan Mokhtari, Alejandro Ribeiro", | |
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| "title": "Fisher GAN", | |
| "author": "Youssef Mroueh, Tom Sercu", | |
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| "title": "Fixed-Rank Approximation of a Positive-Semidefinite Matrix from Streaming Data", | |
| "author": "Joel A Tropp, Alp Yurtsever, Madeleine Udell, Volkan Cevher", | |
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| "author": "Jan-Matthis Lueckmann, Pedro Goncalves, Giacomo Bassetto, Kaan \u00d6cal, Marcel Nonnenmacher, Jakob H Macke", | |
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| "title": "Flexpoint: An Adaptive Numerical Format for Efficient Training of Deep Neural Networks", | |
| "author": "Urs K\u00f6ster, Tristan Webb, Xin Wang, Marcel Nassar, Arjun K Bansal, William Constable, Oguz Elibol, Stewart Hall, Luke Hornof, Amir Khosrowshahi, Carey Kloss, Ruby J Pai, Naveen Rao", | |
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| "author": "Matthias Hein, Maksym Andriushchenko", | |
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| "title": "From Parity to Preference-based Notions of Fairness in Classification", | |
| "author": "Muhammad Bilal Zafar, Isabel Valera, Manuel Rodriguez, Krishna Gummadi, Adrian Weller", | |
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| "title": "From which world is your graph", | |
| "author": "Cheng Li, Felix MF Wong, Zhenming Liu, Varun Kanade", | |
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| "title": "Fully Decentralized Policies for Multi-Agent Systems: An Information Theoretic Approach", | |
| "author": "Roel Dobbe, David Fridovich-Keil, Claire Tomlin", | |
| "status": "Poster", | |
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| "title": "GANs Trained by a Two Time-Scale Update Rule Converge to a Local Nash Equilibrium", | |
| "author": "Martin Heusel, Hubert Ramsauer, Thomas Unterthiner, Bernhard Nessler, Sepp Hochreiter", | |
| "status": "Poster", | |
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| "author": "Luca Ambrogioni, Max Hinne, Marcel Van Gerven, Eric Maris", | |
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| "title": "Gated Recurrent Convolution Neural Network for OCR", | |
| "author": "Jianfeng Wang, Xiaolin Hu", | |
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| "title": "Gauging Variational Inference", | |
| "author": "Sungsoo Ahn, Michael Chertkov, Jinwoo Shin", | |
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| "title": "Gaussian Quadrature for Kernel Features", | |
| "author": "Tri Dao, Christopher M De Sa, Christopher R\u00e9", | |
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| "site": "https://nips.cc/virtual/2017/poster/9382" | |
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| "title": "Gaussian process based nonlinear latent structure discovery in multivariate spike train data", | |
| "author": "Anqi Wu, Nicholas Roy, Stephen Keeley, Jonathan Pillow", | |
| "status": "Poster", | |
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| { | |
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| "title": "Generalization Properties of Learning with Random Features", | |
| "author": "Alessandro Rudi, Lorenzo Rosasco", | |
| "status": "Oral", | |
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| "site": "https://nips.cc/virtual/2017/poster/9106" | |
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| "title": "Generalized Linear Model Regression under Distance-to-set Penalties", | |
| "author": "Jason Xu, Eric Chi, Kenneth Lange", | |
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| "site": "https://nips.cc/virtual/2017/poster/8930" | |
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| "title": "Generalizing GANs: A Turing Perspective", | |
| "author": "Roderich Gross, Yue Gu, Wei Li, Melvin Gauci", | |
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| "site": "https://nips.cc/virtual/2017/poster/9402" | |
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| "title": "Generating steganographic images via adversarial training", | |
| "author": "Jamie Hayes, George Danezis", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2017/poster/8984" | |
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| { | |
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| { | |
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| "author": "Will Hamilton, Zhitao Ying, Jure Leskovec", | |
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| "author": "Paroma Varma, Bryan He, Payal Bajaj, Nishith Khandwala, Imon Banerjee, Daniel Rubin, Christopher R\u00e9", | |
| "status": "Poster", | |
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| "title": "Influence Maximization with $\\varepsilon$-Almost Submodular Threshold Functions", | |
| "author": "Qiang Li, Wei Chen, Institute of Computing Xiaoming Sun, Institute of Computing Jialin Zhang", | |
| "status": "Poster", | |
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| "author": "Yunzhu Li, Jiaming Song, Stefano Ermon", | |
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| "site": "https://nips.cc/virtual/2017/poster/9163" | |
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| "author": "Linus Hamilton, Frederic Koehler, Ankur Moitra", | |
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| "site": "https://nips.cc/virtual/2017/poster/9033" | |
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| "author": "Aolin Xu, Maxim Raginsky", | |
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| "site": "https://nips.cc/virtual/2017/poster/9039" | |
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| "title": "Inhomogeneous Hypergraph Clustering with Applications", | |
| "author": "Pan Li, Olgica Milenkovic", | |
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| "site": "https://nips.cc/virtual/2017/poster/9018" | |
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| "author": "Pan Li, Olgica Milenkovic", | |
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| "title": "Integration Methods and Optimization Algorithms", | |
| "author": "Damien Scieur, Vincent Roulet, Francis Bach, Alexandre d'Aspremont", | |
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| "site": "https://nips.cc/virtual/2017/poster/8904" | |
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| "title": "Interactive Submodular Bandit", | |
| "author": "Lin Chen, Andreas Krause, Amin Karbasi", | |
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| "site": "https://nips.cc/virtual/2017/poster/8812" | |
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| "title": "Interpolated Policy Gradient: Merging On-Policy and Off-Policy Gradient Estimation for Deep Reinforcement Learning", | |
| "author": "Shixiang (Shane) Gu, Timothy Lillicrap, Richard Turner, Zoubin Ghahramani, Bernhard Sch\u00f6lkopf, Sergey Levine", | |
| "status": "Poster", | |
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| "title": "Interpretable and Globally Optimal Prediction for Textual Grounding using Image Concepts", | |
| "author": "Raymond A. Yeh, Jinjun Xiong, Wen-Mei Hwu, Minh Do, Alex Schwing", | |
| "status": "Oral", | |
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| "site": "https://nips.cc/virtual/2017/poster/8980" | |
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| { | |
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| "title": "Introspective Classification with Convolutional Nets", | |
| "author": "Long Jin, Justin Lazarow, Zhuowen Tu", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2017/poster/8877" | |
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| { | |
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| "title": "Invariance and Stability of Deep Convolutional Representations", | |
| "author": "Alberto Bietti, Julien Mairal", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2017/poster/9392" | |
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| "title": "Inverse Filtering for Hidden Markov Models", | |
| "author": "Robert Mattila, Cristian Rojas, Vikram Krishnamurthy, Bo Wahlberg", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2017/poster/9200" | |
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| { | |
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| "title": "Inverse Reward Design", | |
| "author": "Dylan Hadfield-Menell, Smitha Milli, Pieter Abbeel, Stuart J Russell, Anca Dragan", | |
| "status": "Oral", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/9444" | |
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| { | |
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| "title": "Is Input Sparsity Time Possible for Kernel Low-Rank Approximation?", | |
| "author": "Cameron Musco, David Woodruff", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/9221" | |
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| { | |
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| "title": "Is the Bellman residual a bad proxy?", | |
| "author": "Matthieu Geist, Bilal Piot, Olivier Pietquin", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2017/poster/9105" | |
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| { | |
| "id": "site_e27056e988", | |
| "title": "Joint distribution optimal transportation for domain adaptation", | |
| "author": "Nicolas Courty, R\u00e9mi Flamary, Amaury Habrard, Alain Rakotomamonjy", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/9155" | |
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| { | |
| "id": "site_f2636871c1", | |
| "title": "K-Medoids For K-Means Seeding", | |
| "author": "James Newling, Fran\u00e7ois Fleuret", | |
| "status": "Spotlight", | |
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| "site": "https://nips.cc/virtual/2017/poster/9295" | |
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| { | |
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| "title": "Kernel Feature Selection via Conditional Covariance Minimization", | |
| "author": "Jianbo Chen, Mitchell Stern, Martin J Wainwright, Michael Jordan", | |
| "status": "Poster", | |
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| "title": "Kernel functions based on triplet comparisons", | |
| "author": "Matth\u00e4us Kleindessner, Ulrike von Luxburg", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2017/poster/9448" | |
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| "title": "Label Distribution Learning Forests", | |
| "author": "Wei Shen, KAI ZHAO, Yilu Guo, Alan Yuille", | |
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| "title": "Max-Margin Invariant Features from Transformed Unlabelled Data", | |
| "author": "Dipan Pal, Ashwin Kannan, Gautam Arakalgud, Marios Savvides", | |
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| "title": "Maximizing Subset Accuracy with Recurrent Neural Networks in Multi-label Classification", | |
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| "title": "Min-Max Propagation", | |
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| "title": "Minimal Exploration in Structured Stochastic Bandits", | |
| "author": "Richard Combes, Stefan Magureanu, Alexandre Proutiere", | |
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| "title": "Minimax Estimation of Bandable Precision Matrices", | |
| "author": "Addison Hu, Sahand Negahban", | |
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| "title": "Mixture-Rank Matrix Approximation for Collaborative Filtering", | |
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| "title": "Model evidence from nonequilibrium simulations", | |
| "author": "Michael Habeck", | |
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| "title": "Model-Powered Conditional Independence Test", | |
| "author": "Rajat Sen, Ananda Theertha Suresh, Karthikeyan Shanmugam, Alex Dimakis, Sanjay Shakkottai", | |
| "status": "Poster", | |
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| "title": "Model-based Bayesian inference of neural activity and connectivity from all-optical interrogation of a neural circuit", | |
| "author": "Laurence Aitchison, Lloyd Russell, Adam Packer, Jinyao Yan, Philippe Castonguay, Michael Hausser, Srinivas C Turaga", | |
| "status": "Oral", | |
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| "title": "Modulating early visual processing by language", | |
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| "status": "Spotlight", | |
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| "title": "Monte-Carlo Tree Search by Best Arm Identification", | |
| "author": "Emilie Kaufmann, Wouter Koolen", | |
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| "title": "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments", | |
| "author": "Ryan Lowe, YI WU, Aviv Tamar, Jean Harb, OpenAI Pieter Abbeel, Igor Mordatch", | |
| "status": "Poster", | |
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| { | |
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| "title": "Multi-Armed Bandits with Metric Movement Costs", | |
| "author": "Tomer Koren, Roi Livni, Yishay Mansour", | |
| "status": "Poster", | |
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| "title": "Multi-Information Source Optimization", | |
| "author": "Matthias Poloczek, Jialei Wang, Peter Frazier", | |
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| "title": "Multi-Modal Imitation Learning from Unstructured Demonstrations using Generative Adversarial Nets", | |
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| "status": "Poster", | |
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| "title": "Multi-Objective Non-parametric Sequential Prediction", | |
| "author": "Guy Uziel, Ran El-Yaniv", | |
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| "title": "Multi-Task Learning for Contextual Bandits", | |
| "author": "Aniket Anand Deshmukh, Urun Dogan, Clay Scott", | |
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| "title": "Multi-View Decision Processes: The Helper-AI Problem", | |
| "author": "Christos Dimitrakakis, David Parkes, Goran Radanovic, Paul Tylkin", | |
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| "title": "Multi-output Polynomial Networks and Factorization Machines", | |
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| "title": "Multi-view Matrix Factorization for Linear Dynamical System Estimation", | |
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| "title": "Multi-way Interacting Regression via Factorization Machines", | |
| "author": "Mikhail Yurochkin, XuanLong Nguyen, nikolaos Vasiloglou", | |
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| "title": "Multimodal Learning and Reasoning for Visual Question Answering", | |
| "author": "Ilija Ilievski, Jiashi Feng", | |
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| "title": "Multiplicative Weights Update with Constant Step-Size in Congestion Games: Convergence, Limit Cycles and Chaos", | |
| "author": "Gerasimos Palaiopanos, Ioannis Panageas, Georgios Piliouras", | |
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| "title": "Multiresolution Kernel Approximation for Gaussian Process Regression", | |
| "author": "Yi Ding, Risi Kondor, Jonathan Eskreis-Winkler", | |
| "status": "Spotlight", | |
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| "title": "Multiscale Quantization for Fast Similarity Search", | |
| "author": "Xiang Wu, Ruiqi Guo, Ananda Theertha Suresh, Sanjiv Kumar, Daniel Holtmann-Rice, David Simcha, Felix Yu", | |
| "status": "Poster", | |
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| { | |
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| "title": "Multiscale Semi-Markov Dynamics for Intracortical Brain-Computer Interfaces", | |
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| "title": "Multitask Spectral Learning of Weighted Automata", | |
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| "title": "Natural Value Approximators: Learning when to Trust Past Estimates", | |
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| "title": "Near Minimax Optimal Players for the Finite-Time 3-Expert Prediction Problem", | |
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| "title": "Near Optimal Sketching of Low-Rank Tensor Regression", | |
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| "title": "Near-Optimal Edge Evaluation in Explicit Generalized Binomial Graphs", | |
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| "title": "Near-linear time approximation algorithms for optimal transport via Sinkhorn iteration", | |
| "author": "Jason Altschuler, Jonathan Niles-Weed, Philippe Rigollet", | |
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| "title": "Nearest-Neighbor Sample Compression: Efficiency, Consistency, Infinite Dimensions", | |
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| "title": "Neural Discrete Representation Learning", | |
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| "title": "Neural Expectation Maximization", | |
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| "title": "Neural Networks for Efficient Bayesian Decoding of Natural Images from Retinal Neurons", | |
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| "title": "Neural Program Meta-Induction", | |
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| "title": "Neural Variational Inference and Learning in Undirected Graphical Models", | |
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| "author": "Emmanuel Abbe, Sanjeev Kulkarni, Eun Jee Lee", | |
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| "title": "Nonlinear random matrix theory for deep learning", | |
| "author": "Jeffrey Pennington, Pratik Worah", | |
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| "title": "Nonparametric Online Regression while Learning the Metric", | |
| "author": "Ilja Kuzborskij, Nicol\u00f2 Cesa-Bianchi", | |
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| "title": "Off-policy evaluation for slate recommendation", | |
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| "status": "Oral", | |
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| "title": "On Blackbox Backpropagation and Jacobian Sensing", | |
| "author": "Krzysztof Choromanski, Vikas Sindhwani", | |
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| "title": "On Fairness and Calibration", | |
| "author": "Geoff Pleiss, Manish Raghavan, Felix Wu, Jon Kleinberg, Kilian Weinberger", | |
| "status": "Poster", | |
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| { | |
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| "title": "On Frank-Wolfe and Equilibrium Computation", | |
| "author": "Jacob D Abernethy, Jun-Kun Wang", | |
| "status": "Spotlight", | |
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| "site": "https://nips.cc/virtual/2017/poster/9427" | |
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| "title": "On Optimal Generalizability in Parametric Learning", | |
| "author": "Ahmad Beirami, Meisam Razaviyayn, Shahin Shahrampour, Vahid Tarokh", | |
| "status": "Poster", | |
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| "title": "On Quadratic Convergence of DC Proximal Newton Algorithm in Nonconvex Sparse Learning", | |
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| "status": "Poster", | |
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| "title": "On Separability of Loss Functions, and Revisiting Discriminative Vs Generative Models", | |
| "author": "Adarsh Prasad, Alexandru Niculescu-Mizil, Pradeep Ravikumar", | |
| "status": "Spotlight", | |
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| { | |
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| "title": "On Structured Prediction Theory with Calibrated Convex Surrogate Losses", | |
| "author": "Anton Osokin, Francis Bach, Simon Lacoste-Julien", | |
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| "title": "On Tensor Train Rank Minimization : Statistical Efficiency and Scalable Algorithm", | |
| "author": "Masaaki Imaizumi, Takanori Maehara, Kohei Hayashi", | |
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| "title": "On clustering network-valued data", | |
| "author": "Soumendu Sundar Mukherjee, Purnamrita Sarkar, Lizhen Lin", | |
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| { | |
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| "title": "On the Complexity of Learning Neural Networks", | |
| "author": "Le Song, Santosh Vempala, John Wilmes, Bo Xie", | |
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| "title": "On the Consistency of Quick Shift", | |
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| "title": "On the Fine-Grained Complexity of Empirical Risk Minimization: Kernel Methods and Neural Networks", | |
| "author": "Arturs Backurs, Piotr Indyk, Ludwig Schmidt", | |
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| "title": "On the Model Shrinkage Effect of Gamma Process Edge Partition Models", | |
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| "title": "On the Optimization Landscape of Tensor Decompositions", | |
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| "title": "On the Power of Truncated SVD for General High-rank Matrix Estimation Problems", | |
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| "title": "On-the-fly Operation Batching in Dynamic Computation Graphs", | |
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| "title": "OnACID: Online Analysis of Calcium Imaging Data in Real Time", | |
| "author": "Andrea Giovannucci, Johannes Friedrich, Matt Kaufman, Anne Churchland, Dmitri Chklovskii, Liam Paninski, Eftychios Pnevmatikakis", | |
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| "title": "One-Shot Imitation Learning", | |
| "author": "Yan Duan, Marcin Andrychowicz, Bradly Stadie, OpenAI Jonathan Ho, Jonas Schneider, Ilya Sutskever, Pieter Abbeel, Wojciech Zaremba", | |
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| "title": "One-Sided Unsupervised Domain Mapping", | |
| "author": "Sagie Benaim, Lior Wolf", | |
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| "title": "Online Convex Optimization with Stochastic Constraints", | |
| "author": "Hao Yu, Michael Neely, Xiaohan Wei", | |
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| "title": "Online Dynamic Programming", | |
| "author": "Holakou Rahmanian, Manfred K. Warmuth", | |
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| "title": "Online Influence Maximization under Independent Cascade Model with Semi-Bandit Feedback", | |
| "author": "Zheng Wen, Branislav Kveton, Michal Valko, Sharan Vaswani", | |
| "status": "Poster", | |
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| "title": "Online Learning for Multivariate Hawkes Processes", | |
| "author": "Yingxiang Yang, Jalal Etesami, Niao He, Negar Kiyavash", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/9270" | |
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| { | |
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| "title": "Online Learning of Linear Dynamical Systems", | |
| "author": "Elad Hazan, Karan Singh, Cyril Zhang", | |
| "status": "Spotlight", | |
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| { | |
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| "title": "Online Learning of Optimal Bidding Strategy in Repeated Multi-Commodity Auctions", | |
| "author": "M. Sevi Baltaoglu, Lang Tong, Qing Zhao", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2017/poster/9228" | |
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| { | |
| "id": "site_cc7eb4a065", | |
| "title": "Online Learning with Transductive Regret", | |
| "author": "Scott Yang, Mehryar Mohri", | |
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| "site": "https://nips.cc/virtual/2017/poster/9297" | |
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| { | |
| "id": "site_94efd999b5", | |
| "title": "Online Learning with a Hint", | |
| "author": "Ofer Dekel, arthur flajolet, Nika Haghtalab, Patrick Jaillet", | |
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| "site": "https://nips.cc/virtual/2017/poster/9305" | |
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| { | |
| "id": "site_753fe1f1f9", | |
| "title": "Online Prediction with Selfish Experts", | |
| "author": "Tim Roughgarden, Okke Schrijvers", | |
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| "site": "https://nips.cc/virtual/2017/poster/8922" | |
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| { | |
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| "title": "Online Reinforcement Learning in Stochastic Games", | |
| "author": "Chen-Yu Wei, Yi-Te Hong, Chi-Jen Lu", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2017/poster/9275" | |
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| { | |
| "id": "site_8cfb8d36d6", | |
| "title": "Online control of the false discovery rate with decaying memory", | |
| "author": "Aaditya Ramdas, Fanny Yang, Martin Wainwright, Michael Jordan", | |
| "status": "Oral", | |
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| "site": "https://nips.cc/virtual/2017/poster/9339" | |
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| { | |
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| "title": "Online multiclass boosting", | |
| "author": "Young H Jung, Jack Goetz, Ambuj Tewari", | |
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| "site": "https://nips.cc/virtual/2017/poster/8886" | |
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| { | |
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| "title": "Online to Offline Conversions, Universality and Adaptive Minibatch Sizes", | |
| "author": "Kfir Levy", | |
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| "site": "https://nips.cc/virtual/2017/poster/8952" | |
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| { | |
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| "title": "Optimal Sample Complexity of M-wise Data for Top-K Ranking", | |
| "author": "Minje Jang, Sunghyun Kim, Changho Suh, Sewoong Oh", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2017/poster/8959" | |
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| { | |
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| "title": "Optimal Shrinkage of Singular Values Under Random Data Contamination", | |
| "author": "Danny Barash, Matan Gavish", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2017/poster/9387" | |
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| { | |
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| "title": "Optimistic posterior sampling for reinforcement learning: worst-case regret bounds", | |
| "author": "Shipra Agrawal, Randy Jia", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2017/poster/8911" | |
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| { | |
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| "title": "Optimized Pre-Processing for Discrimination Prevention", | |
| "author": "Flavio Calmon, Dennis Wei, Bhanukiran Vinzamuri, Karthikeyan Natesan Ramamurthy, Kush Varshney", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2017/poster/9180" | |
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| { | |
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| "title": "Overcoming Catastrophic Forgetting by Incremental Moment Matching", | |
| "author": "Sang-Woo Lee, Jin-Hwa Kim, Jaehyun Jun, Jung-Woo Ha, Byoung-Tak Zhang", | |
| "status": "Spotlight", | |
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| "site": "https://nips.cc/virtual/2017/poster/9242" | |
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| { | |
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| "title": "PASS-GLM: polynomial approximate sufficient statistics for scalable Bayesian GLM inference", | |
| "author": "Jonathan Huggins, Ryan Adams, Tamara Broderick", | |
| "status": "Spotlight", | |
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| "title": "PRUNE: Preserving Proximity and Global Ranking for Network Embedding", | |
| "author": "Yi-An Lai, Chin-Chi Hsu, Wen Hao Chen, Mi-Yen Yeh, Shou-De Lin", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2017/poster/9301" | |
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| { | |
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| "title": "Parallel Streaming Wasserstein Barycenters", | |
| "author": "Matt Staib, Sebastian Claici, Justin Solomon, Stefanie Jegelka", | |
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| "site": "https://nips.cc/virtual/2017/poster/9051" | |
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| { | |
| "id": "site_895a178f95", | |
| "title": "Parameter-Free Online Learning via Model Selection", | |
| "author": "Dylan J Foster, Satyen Kale, Mehryar Mohri, Karthik Sridharan", | |
| "status": "Spotlight", | |
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| "site": "https://nips.cc/virtual/2017/poster/9374" | |
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| { | |
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| "title": "Parametric Simplex Method for Sparse Learning", | |
| "author": "Haotian Pang, Han Liu, Robert J Vanderbei, Tuo Zhao", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2017/poster/8816" | |
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| { | |
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| "title": "Partial Hard Thresholding: Towards A Principled Analysis of Support Recovery", | |
| "author": "Jie Shen, Ping Li", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2017/poster/9097" | |
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| { | |
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| "title": "Permutation-based Causal Inference Algorithms with Interventions", | |
| "author": "Yuhao Wang, Liam Solus, Karren Yang, Caroline Uhler", | |
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| "title": "Perturbative Black Box Variational Inference", | |
| "author": "Robert Bamler, Cheng Zhang, Manfred Opper, Stephan Mandt", | |
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| "site": "https://nips.cc/virtual/2017/poster/9284" | |
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| "title": "Phase Transitions in the Pooled Data Problem", | |
| "author": "Jonathan Scarlett, Volkan Cevher", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2017/poster/8834" | |
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| "title": "PixelGAN Autoencoders", | |
| "author": "Alireza Makhzani, Brendan J Frey", | |
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| "site": "https://nips.cc/virtual/2017/poster/8986" | |
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| "title": "Pixels to Graphs by Associative Embedding", | |
| "author": "Alejandro Newell, Jia Deng", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2017/poster/9005" | |
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| { | |
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| "title": "Plan, Attend, Generate: Planning for Sequence-to-Sequence Models", | |
| "author": "Caglar Gulcehre, Francis Dutil, Adam Trischler, Yoshua Bengio", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/9322" | |
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| "id": "site_7fe32a4baa", | |
| "title": "Poincar\u00e9 Embeddings for Learning Hierarchical Representations", | |
| "author": "Maximilian Nickel, Douwe Kiela", | |
| "status": "Spotlight", | |
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| "site": "https://nips.cc/virtual/2017/poster/9404" | |
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| { | |
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| "title": "PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space", | |
| "author": "Charles Ruizhongtai Qi, Li Yi, Hao Su, Leonidas Guibas", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2017/poster/9286" | |
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| { | |
| "id": "site_576511b651", | |
| "title": "Policy Gradient With Value Function Approximation For Collective Multiagent Planning", | |
| "author": "Duc Thien Nguyen, Akshat Kumar, Hoong Chuin Lau", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/9211" | |
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| { | |
| "id": "site_9d096b9da7", | |
| "title": "Polynomial Codes: an Optimal Design for High-Dimensional Coded Matrix Multiplication", | |
| "author": "Qian Yu, Mohammad Maddah-Ali, Salman Avestimehr", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/9219" | |
| }, | |
| { | |
| "id": "site_a98acedbc3", | |
| "title": "Polynomial time algorithms for dual volume sampling", | |
| "author": "Chengtao Li, Stefanie Jegelka, Suvrit Sra", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/9280" | |
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| { | |
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| "title": "Population Matching Discrepancy and Applications in Deep Learning", | |
| "author": "Jianfei Chen, Chongxuan LI, Yizhong Ru, Jun Zhu", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/9397" | |
| }, | |
| { | |
| "id": "site_085341434c", | |
| "title": "Pose Guided Person Image Generation", | |
| "author": "Liqian Ma, Xu Jia, Qianru Sun, Bernt Schiele, Tinne Tuytelaars, Luc Van Gool", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/8837" | |
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| { | |
| "id": "site_7372b2f6c5", | |
| "title": "Position-based Multiple-play Bandit Problem with Unknown Position Bias", | |
| "author": "Junpei Komiyama, Junya Honda, Akiko Takeda", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/9276" | |
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| { | |
| "id": "site_e010579b57", | |
| "title": "Positive-Unlabeled Learning with Non-Negative Risk Estimator", | |
| "author": "Ryuichi Kiryo, Gang Niu, Marthinus C du Plessis, Masashi Sugiyama", | |
| "status": "Oral", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/8958" | |
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| { | |
| "id": "site_d45dfc73a9", | |
| "title": "Posterior sampling for reinforcement learning: worst-case regret bounds", | |
| "author": "Shipra Agrawal, Randy Jia", | |
| "status": "Spotlight", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/spotlight/10031" | |
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| { | |
| "id": "site_c39bcae2af", | |
| "title": "Practical Bayesian Optimization for Model Fitting with Bayesian Adaptive Direct Search", | |
| "author": "Luigi Acerbi, Wei Ji", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/8973" | |
| }, | |
| { | |
| "id": "site_9d9bc46463", | |
| "title": "Practical Data-Dependent Metric Compression with Provable Guarantees", | |
| "author": "Piotr Indyk, Ilya Razenshteyn, Tal Wagner", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/9048" | |
| }, | |
| { | |
| "id": "site_d0e94fc26e", | |
| "title": "Practical Hash Functions for Similarity Estimation and Dimensionality Reduction", | |
| "author": "S\u00f8ren Dahlgaard, Mathias Knudsen, Mikkel Thorup", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/9430" | |
| }, | |
| { | |
| "id": "site_294eacfe88", | |
| "title": "Practical Locally Private Heavy Hitters", | |
| "author": "Raef Bassily, Kobbi Nissim, Uri Stemmer, Abhradeep Guha Thakurta", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/9016" | |
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| { | |
| "id": "site_b0085922a3", | |
| "title": "PredRNN: Recurrent Neural Networks for Predictive Learning using Spatiotemporal LSTMs", | |
| "author": "Yunbo Wang, Mingsheng Long, Jianmin Wang, Zhifeng Gao, Philip S Yu", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/8882" | |
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| { | |
| "id": "site_e91bb65c48", | |
| "title": "Predicting Organic Reaction Outcomes with Weisfeiler-Lehman Network", | |
| "author": "Wengong Jin, Connor Coley, Regina Barzilay, Tommi Jaakkola", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/9047" | |
| }, | |
| { | |
| "id": "site_1a9ace31b3", | |
| "title": "Predicting Scene Parsing and Motion Dynamics in the Future", | |
| "author": "Xiaojie Jin, Huaxin Xiao, Xiaohui Shen, Jimei Yang, Zhe Lin, Yunpeng Chen, Zequn Jie, Jiashi Feng, Shuicheng Yan", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/9458" | |
| }, | |
| { | |
| "id": "site_c1beab98bf", | |
| "title": "Predicting User Activity Level In Point Processes With Mass Transport Equation", | |
| "author": "Yichen Wang, Xiaojing Ye, Hongyuan Zha, Le Song", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/8955" | |
| }, | |
| { | |
| "id": "site_20ff78368d", | |
| "title": "Predictive State Recurrent Neural Networks", | |
| "author": "Carlton Downey, Ahmed Hefny, Byron Boots, Geoffrey Gordon, Boyue Li", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/9377" | |
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| { | |
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| "title": "Query Complexity of Clustering with Side Information", | |
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| "title": "Random Projection Filter Bank for Time Series Data", | |
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| "author": "Erinc Merdivan, Mohammad Reza Loghmani, Matthieu Geist", | |
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| "title": "Recurrent Ladder Networks", | |
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| "title": "Recursive Sampling for the Nystrom Method", | |
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| "title": "Recycling Privileged Learning and Distribution Matching for Fairness", | |
| "author": "Novi Quadrianto, Viktoriia Sharmanska", | |
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| "title": "Regret Analysis for Continuous Dueling Bandit", | |
| "author": "Wataru Kumagai", | |
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| "title": "Regret Minimization in MDPs with Options without Prior Knowledge", | |
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| "title": "Regularized Modal Regression with Applications in Cognitive Impairment Prediction", | |
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| "title": "Reinforcement Learning under Model Mismatch", | |
| "author": "Aurko Roy, Huan Xu, Sebastian Pokutta", | |
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| "title": "Reliable Decision Support using Counterfactual Models", | |
| "author": "Peter Schulam, Suchi Saria", | |
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| "title": "Renyi Differential Privacy Mechanisms for Posterior Sampling", | |
| "author": "Joseph Geumlek, Shuang Song, Kamalika Chaudhuri", | |
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| "title": "Repeated Inverse Reinforcement Learning", | |
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| "title": "Resurrecting the sigmoid in deep learning through dynamical isometry: theory and practice", | |
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| "title": "Revenue Optimization with Approximate Bid Predictions", | |
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| "author": "Lixin Fan", | |
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| "title": "Revisiting Perceptron: Efficient and Label-Optimal Learning of Halfspaces", | |
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| "author": "Minhyung Cho, Jaehyung Lee", | |
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| "title": "Robust Conditional Probabilities", | |
| "author": "Yoav Wald, Amir Globerson", | |
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| "author": "Hakan Inan, Murat Erdogdu, Mark Schnitzer", | |
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| "title": "Robust Hypothesis Test for Nonlinear Effect with Gaussian Processes", | |
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| "title": "Robust Imitation of Diverse Behaviors", | |
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| "title": "Robust and Efficient Transfer Learning with Hidden Parameter Markov Decision Processes", | |
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| "title": "Runtime Neural Pruning", | |
| "author": "Ji Lin, Yongming Rao, Jiwen Lu, Jie Zhou", | |
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| "title": "SGD Learns the Conjugate Kernel Class of the Network", | |
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| "title": "SVCCA: Singular Vector Canonical Correlation Analysis for Deep Learning Dynamics and Interpretability", | |
| "author": "Maithra Raghu, Justin Gilmer, Jason Yosinski, Jascha Sohl-Dickstein", | |
| "status": "Poster", | |
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| "title": "SVD-Softmax: Fast Softmax Approximation on Large Vocabulary Neural Networks", | |
| "author": "Kyuhong Shim, Minjae Lee, Iksoo Choi, Yoonho Boo, Wonyong Sung", | |
| "status": "Poster", | |
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| "title": "Safe Adaptive Importance Sampling", | |
| "author": "Sebastian Stich, Anant Raj, Martin Jaggi", | |
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| "title": "Safe Model-based Reinforcement Learning with Stability Guarantees", | |
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| "title": "Safe and Nested Subgame Solving for Imperfect-Information Games", | |
| "author": "Noam Brown, Tuomas Sandholm", | |
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| "title": "SafetyNets: Verifiable Execution of Deep Neural Networks on an Untrusted Cloud", | |
| "author": "Zahra Ghodsi, Tianyu Gu, Siddharth Garg", | |
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| "title": "Saliency-based Sequential Image Attention with Multiset Prediction", | |
| "author": "Sean Welleck, Jialin Mao, Kyunghyun Cho, Zheng Zhang", | |
| "status": "Poster", | |
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| "title": "Sample and Computationally Efficient Learning Algorithms under S-Concave Distributions", | |
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| "title": "Scalable Demand-Aware Recommendation", | |
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| "title": "Scalable Generalized Linear Bandits: Online Computation and Hashing", | |
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| "title": "Scalable Levy Process Priors for Spectral Kernel Learning", | |
| "author": "Phillip Jang, Andrew Loeb, Matthew Davidow, Andrew Wilson", | |
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| "title": "Scalable Log Determinants for Gaussian Process Kernel Learning", | |
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| "status": "Poster", | |
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| "title": "Scalable Model Selection for Belief Networks", | |
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| "title": "Soft-to-Hard Vector Quantization for End-to-End Learning Compressible Representations", | |
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| "title": "Testing and Learning on Distributions with Symmetric Noise Invariance", | |
| "author": "Ho Chung Law, Christopher Yau, Dino Sejdinovic", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2017/poster/8926" | |
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| { | |
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| "title": "The Expressive Power of Neural Networks: A View from the Width", | |
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| "status": "Poster", | |
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| { | |
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| "title": "The Expxorcist: Nonparametric Graphical Models Via Conditional Exponential Densities", | |
| "author": "Arun Suggala, Mladen Kolar, Pradeep Ravikumar", | |
| "status": "Poster", | |
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| "title": "The Importance of Communities for Learning to Influence", | |
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| { | |
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| "title": "Thinking Fast and Slow with Deep Learning and Tree Search", | |
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| "title": "Thy Friend is My Friend: Iterative Collaborative Filtering for Sparse Matrix Estimation", | |
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| "author": "Kristjan Greenewald, Seyoung Park, Shuheng Zhou, Alexander Giessing", | |
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| "title": "Toward Goal-Driven Neural Network Models for the Rodent Whisker-Trigeminal System", | |
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| "title": "Toward Multimodal Image-to-Image Translation", | |
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| "author": "Xiaofan Lin, Cong Zhao, Wei Pan", | |
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| "title": "Towards Generalization and Simplicity in Continuous Control", | |
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| "title": "Tractability in Structured Probability Spaces", | |
| "author": "Arthur Choi, Yujia Shen, Adnan Darwiche", | |
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| "author": "Elad Hoffer, Itay Hubara, Daniel Soudry", | |
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| "title": "Training Deep Networks without Learning Rates Through Coin Betting", | |
| "author": "Francesco Orabona, Tatiana Tommasi", | |
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| "title": "Training Quantized Nets: A Deeper Understanding", | |
| "author": "Hao Li, Soham De, Zheng Xu, Christoph Studer, Hanan Samet, Tom Goldstein", | |
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| "title": "Training recurrent networks to generate hypotheses about how the brain solves hard navigation problems", | |
| "author": "Ingmar Kanitscheider, Ila Fiete", | |
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| "title": "Translation Synchronization via Truncated Least Squares", | |
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| "title": "Triangle Generative Adversarial Networks", | |
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| "author": "Chongxuan LI, Kun Xu, Jun Zhu, Bo Zhang", | |
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| "author": "Christoph Dann, Tor Lattimore, Emma Brunskill", | |
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| "title": "Universal Style Transfer via Feature Transforms", | |
| "author": "Yijun Li, Chen Fang, Jimei Yang, Zhaowen Wang, Xin Lu, Ming-Hsuan Yang", | |
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| "title": "Universal consistency and minimax rates for online Mondrian Forests", | |
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| "title": "Unsupervised Image-to-Image Translation Networks", | |
| "author": "Ming-Yu Liu, Thomas Breuel, Jan Kautz", | |
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| "title": "Unsupervised Learning of Disentangled Representations from Video", | |
| "author": "Emily Denton, vighnesh Birodkar", | |
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| "title": "Unsupervised Learning of Disentangled and Interpretable Representations from Sequential Data", | |
| "author": "Wei-Ning Hsu, Yu Zhang, James Glass", | |
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| "title": "Unsupervised Sequence Classification using Sequential Output Statistics", | |
| "author": "Yu Liu, Jianshu Chen, Li Deng", | |
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| "title": "Unsupervised Transformation Learning via Convex Relaxations", | |
| "author": "Tatsunori Hashimoto, Percy Liang, John Duchi", | |
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| "title": "Uprooting and Rerooting Higher-Order Graphical Models", | |
| "author": "Mark Rowland, Adrian Weller", | |
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| "title": "Using Options and Covariance Testing for Long Horizon Off-Policy Policy Evaluation", | |
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| "title": "VAE Learning via Stein Variational Gradient Descent", | |
| "author": "Yuchen Pu, Zhe Gan, Ricardo Henao, Chunyuan Li, Shaobo Han, Lawrence Carin", | |
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| "title": "VEEGAN: Reducing Mode Collapse in GANs using Implicit Variational Learning", | |
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| "status": "Poster", | |
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| "title": "Value Prediction Network", | |
| "author": "Junhyuk Oh, Satinder Singh, Honglak Lee", | |
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| "title": "Variable Importance Using Decision Trees", | |
| "author": "Jalil Kazemitabar, Arash Amini, Adam Bloniarz, Ameet S Talwalkar", | |
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| "title": "Variance-based Regularization with Convex Objectives", | |
| "author": "Hongseok Namkoong, John Duchi", | |
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| "site": "https://nips.cc/virtual/2017/poster/9082" | |
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| "title": "Variational Inference for Gaussian Process Models with Linear Complexity", | |
| "author": "Ching-An Cheng, Byron Boots", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2017/poster/9294" | |
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| "title": "Variational Inference via $\\chi$ Upper Bound Minimization", | |
| "author": "Adji Bousso Dieng, Dustin Tran, Rajesh Ranganath, John Paisley, David Blei", | |
| "status": "Poster", | |
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| "title": "Variational Laws of Visual Attention for Dynamic Scenes", | |
| "author": "Dario Zanca, Marco Gori", | |
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| { | |
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| "title": "Variational Memory Addressing in Generative Models", | |
| "author": "J\u00f6rg Bornschein, Andriy Mnih, Daniel Zoran, Danilo Jimenez Rezende", | |
| "status": "Poster", | |
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| "title": "Variational Walkback: Learning a Transition Operator as a Stochastic Recurrent Net", | |
| "author": "Anirudh Goyal, Nan Rosemary Ke, Surya Ganguli, Yoshua Bengio", | |
| "status": "Poster", | |
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| "title": "Visual Interaction Networks: Learning a Physics Simulator from Video", | |
| "author": "Nicholas Watters, Daniel Zoran, Theophane Weber, Peter Battaglia, Razvan Pascanu, Andrea Tacchetti", | |
| "status": "Poster", | |
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| "title": "Visual Reference Resolution using Attention Memory for Visual Dialog", | |
| "author": "Paul Hongsuck Seo, Andreas Lehrmann, Bohyung Han, Leonid Sigal", | |
| "status": "Poster", | |
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| "site": "https://nips.cc/virtual/2017/poster/9154" | |
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| { | |
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| "title": "Wasserstein Learning of Deep Generative Point Process Models", | |
| "author": "Shuai Xiao, Mehrdad Farajtabar, Xiaojing Ye, Junchi Yan, Xiaokang Yang, Le Song, Hongyuan Zha", | |
| "status": "Poster", | |
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| { | |
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| "title": "Welfare Guarantees from Data", | |
| "author": "Darrell Hoy, Denis Nekipelov, Vasilis Syrgkanis", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/9159" | |
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| "title": "What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision?", | |
| "author": "Alex Kendall, Yarin Gal", | |
| "status": "Spotlight", | |
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| "site": "https://nips.cc/virtual/2017/poster/9332" | |
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| "title": "When Cyclic Coordinate Descent Outperforms Randomized Coordinate Descent", | |
| "author": "Mert Gurbuzbalaban, Asuman Ozdaglar, Pablo A Parrilo, Nuri Vanli", | |
| "status": "Spotlight", | |
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| "title": "When Worlds Collide: Integrating Different Counterfactual Assumptions in Fairness", | |
| "author": "Chris Russell, Matt Kusner, Joshua Loftus, Ricardo Silva", | |
| "status": "Poster", | |
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| "title": "Wider and Deeper, Cheaper and Faster: Tensorized LSTMs for Sequence Learning", | |
| "author": "Zhen He, Shaobing Gao, Liang Xiao, Daxue Liu, Hangen He, David Barber", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/8798" | |
| }, | |
| { | |
| "id": "site_69d428e89e", | |
| "title": "Working hard to know your neighbor's margins: Local descriptor learning loss", | |
| "author": "Anastasiia Mishchuk, Dmytro Mishkin, Filip Radenovic, Jiri Matas", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/9259" | |
| }, | |
| { | |
| "id": "site_afa1e86182", | |
| "title": "YASS: Yet Another Spike Sorter", | |
| "author": "Jin Hyung Lee, David Carlson, Hooshmand Shokri Razaghi, Weichi Yao, Georges A Goetz, Espen Hagen, Eleanor Batty, E.J. Chichilnisky, Gaute T. Einevoll, Liam Paninski", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/9181" | |
| }, | |
| { | |
| "id": "site_f723460cd3", | |
| "title": "Z-Forcing: Training Stochastic Recurrent Networks", | |
| "author": "Anirudh Goyal, Alessandro Sordoni, Marc-Alexandre C\u00f4t\u00e9, Nan Rosemary Ke, Yoshua Bengio", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/9439" | |
| }, | |
| { | |
| "id": "site_267d35369b", | |
| "title": "Zap Q-Learning", | |
| "author": "Adithya M Devraj, Sean Meyn", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/9011" | |
| }, | |
| { | |
| "id": "site_5567a19e30", | |
| "title": "f-GANs in an Information Geometric Nutshell", | |
| "author": "Richard Nock, Zac Cranko, Aditya K Menon, Lizhen Qu, Robert Williamson", | |
| "status": "Spotlight", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/8842" | |
| }, | |
| { | |
| "id": "site_5160724e82", | |
| "title": "k-Support and Ordered Weighted Sparsity for Overlapping Groups: Hardness and Algorithms", | |
| "author": "Cong Han Lim, Stephen Wright", | |
| "status": "Poster", | |
| "track": "main", | |
| "site": "https://nips.cc/virtual/2017/poster/8825" | |
| } | |
| ] |