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| "title": "A Two-Step Computation of the Exact GAN Wasserstein Distance", | |
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| "title": "A Unified Framework for Structured Low-rank Matrix Learning", | |
| "author": "Pratik Kumar Jawanpuria, Bamdev Mishra", | |
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| "author": "Akifumi Okuno, Tetsuya Hada, Hidetoshi Shimodaira", | |
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| "title": "Accelerating Greedy Coordinate Descent Methods", | |
| "author": "Haihao Lu, Robert Freund, Vahab Mirrokni", | |
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| "title": "Accelerating Natural Gradient with Higher-Order Invariance", | |
| "author": "Yang Song, Jiaming Song, Stefano Ermon", | |
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| "title": "Accurate Inference for Adaptive Linear Models", | |
| "author": "Yash Deshpande, Lester Mackey, Vasilis Syrgkanis, Matt Taddy", | |
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| "author": "Volodymyr Kuleshov, Nathan Fenner, Stefano Ermon", | |
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| "author": "Songbai Yan, Kamalika Chaudhuri, Tara Javidi", | |
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| "author": "Phuc Nguyen, Deva Ramanan, Charless Fowlkes", | |
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| "title": "Adafactor: Adaptive Learning Rates with Sublinear Memory Cost", | |
| "author": "Noam Shazeer, Mitchell Stern", | |
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| "author": "Huasen Wu, Xueying Guo, Xin Liu", | |
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| "title": "Adaptive Sampled Softmax with Kernel Based Sampling", | |
| "author": "Guy Blanc, Steffen Rendle", | |
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| "site": "https://icml.cc/virtual/2018/poster/1953" | |
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| "title": "Adaptive Three Operator Splitting", | |
| "author": "Fabian Pedregosa, Gauthier Gidel", | |
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| "title": "Addressing Function Approximation Error in Actor-Critic Methods", | |
| "author": "Scott Fujimoto, Herke van Hoof, David Meger", | |
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| "site": "https://icml.cc/virtual/2018/poster/2227" | |
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| "title": "Adversarial Attack on Graph Structured Data", | |
| "author": "Hanjun Dai, Hui Li, Tian Tian, Xin Huang, Lin Wang, Jun Zhu, Le Song", | |
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| "title": "Adversarial Learning with Local Coordinate Coding", | |
| "author": "Jiezhang Cao, Yong Guo, Qingyao Wu, Chunhua Shen, Junzhou Huang, Mingkui Tan", | |
| "status": "Oral", | |
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| "title": "Adversarial Regression with Multiple Learners", | |
| "author": "Liang Tong, Sixie Yu, Scott Alfeld, Yevgeniy Vorobeychik", | |
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| "title": "Adversarial Risk and the Dangers of Evaluating Against Weak Attacks", | |
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| "title": "Adversarial Time-to-Event Modeling", | |
| "author": "Paidamoyo Chapfuwa, Chenyang Tao, Chunyuan Li, Courtney Page, Benjamin Goldstein, Lawrence Carin, Ricardo Henao", | |
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| "title": "Adversarially Regularized Autoencoders", | |
| "author": "Jake Zhao, Yoon Kim, Kelly Zhang, Alexander Rush, Yann LeCun", | |
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| "site": "https://icml.cc/virtual/2018/poster/2267" | |
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| "title": "Alternating Randomized Block Coordinate Descent", | |
| "author": "Jelena Diakonikolas, Orecchia Lorenzo", | |
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| "title": "An Algorithmic Framework of Variable Metric Over-Relaxed Hybrid Proximal Extra-Gradient Method", | |
| "author": "Li Shen, Peng Sun, Yitong Wang, Wei Liu, Tong Zhang", | |
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| "title": "An Alternative View: When Does SGD Escape Local Minima?", | |
| "author": "Bobby Kleinberg, Yuanzhi Li, Yang Yuan", | |
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| "title": "An Efficient Semismooth Newton based Algorithm for Convex Clustering", | |
| "author": "Yancheng Yuan, Defeng Sun, Kim-Chuan Toh", | |
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| "title": "An Efficient, Generalized Bellman Update For Cooperative Inverse Reinforcement Learning", | |
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| "title": "An Estimation and Analysis Framework for the Rasch Model", | |
| "author": "Andrew Lan, Mung Chiang, Christoph Studer", | |
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| "title": "An Inference-Based Policy Gradient Method for Learning Options", | |
| "author": "Matthew Smith, Herke van Hoof, Joelle Pineau", | |
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| "title": "An Iterative, Sketching-based Framework for Ridge Regression", | |
| "author": "Agniva Chowdhury, Jiasen Yang, Petros Drineas", | |
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| "title": "An Optimal Control Approach to Deep Learning and Applications to Discrete-Weight Neural Networks", | |
| "author": "Qianxiao Li, IHPC Shuji Hao", | |
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| "title": "Analysis of Minimax Error Rate for Crowdsourcing and Its Application to Worker Clustering Model", | |
| "author": "Hideaki Imamura, Issei Sato, Masashi Sugiyama", | |
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| "site": "https://icml.cc/virtual/2018/poster/2211" | |
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| "title": "Analyzing Uncertainty in Neural Machine Translation", | |
| "author": "Myle Ott, Michael Auli, David Grangier, Marc'Aurelio Ranzato", | |
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| "title": "Analyzing the Robustness of Nearest Neighbors to Adversarial Examples", | |
| "author": "Yizhen Wang, Somesh Jha, Kamalika Chaudhuri", | |
| "status": "Oral", | |
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| "title": "Anonymous Walk Embeddings", | |
| "author": "Sergey Ivanov, Evgeny Burnaev", | |
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| "title": "Approximate Leave-One-Out for Fast Parameter Tuning in High Dimensions", | |
| "author": "Shuaiwen Wang, Wenda Zhou, Haihao Lu, Arian Maleki, Vahab Mirrokni", | |
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| "title": "Approximate message passing for amplitude based optimization", | |
| "author": "Junjie Ma, Ji Xu, Arian Maleki", | |
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| "title": "Approximation Algorithms for Cascading Prediction Models", | |
| "author": "Matthew Streeter", | |
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| "title": "Approximation Guarantees for Adaptive Sampling", | |
| "author": "Eric Balkanski, Yaron Singer", | |
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| "title": "Asynchronous Byzantine Machine Learning (the case of SGD)", | |
| "author": "Georgios Damaskinos, El Mahdi El Mhamdi, Rachid Guerraoui, Rhicheek Patra, Mahsa Taziki", | |
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| "site": "https://icml.cc/virtual/2018/poster/1963" | |
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| { | |
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| "title": "Asynchronous Decentralized Parallel Stochastic Gradient Descent", | |
| "author": "Xiangru Lian, Wei Zhang, Ce Zhang, Ji Liu", | |
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| "track": "main", | |
| "site": "https://icml.cc/virtual/2018/poster/2423" | |
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| { | |
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| "title": "Asynchronous Stochastic Quasi-Newton MCMC for Non-Convex Optimization", | |
| "author": "Umut Simsekli, Cagatay Yildiz, Thanh Huy Nguyen, Ali Taylan Cemgil, Ga\u00ebl RICHARD", | |
| "status": "Oral", | |
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| "title": "Attention-based Deep Multiple Instance Learning", | |
| "author": "Maximilian Ilse, Jakub Tomczak, Max Welling", | |
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| "title": "Augment and Reduce: Stochastic Inference for Large Categorical Distributions", | |
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| "status": "Oral", | |
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| "site": "https://icml.cc/virtual/2018/poster/1936" | |
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| "title": "Augmented CycleGAN: Learning Many-to-Many Mappings from Unpaired Data", | |
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| "author": "Sinong Wang, Jiashang Liu, Ness Shroff", | |
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| "author": "Min Ye, Emmanuel Abbe", | |
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| "author": "Siavash Haghiri, Damien Garreau, Ulrike von Luxburg", | |
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| "author": "Thodoris Lykouris, Sergei Vassilvitskii", | |
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| "title": "Competitive Multi-agent Inverse Reinforcement Learning with Sub-optimal Demonstrations", | |
| "author": "IEMS Xingyu Wang, Diego Klabjan", | |
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| "title": "Compiling Combinatorial Prediction Games", | |
| "author": "Frederic Koriche", | |
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| "title": "Composable Planning with Attributes", | |
| "author": "Amy Zhang, Sainbayar Sukhbaatar, Adam Lerer, Arthur Szlam, Facebook Rob Fergus", | |
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| "title": "Composite Functional Gradient Learning of Generative Adversarial Models", | |
| "author": "Rie Johnson, Tong Zhang", | |
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| "title": "Composite Marginal Likelihood Methods for Random Utility Models", | |
| "author": "Zhibing Zhao, Lirong Xia", | |
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| "title": "Compressing Neural Networks using the Variational Information Bottelneck", | |
| "author": "Bin Dai, Chen Zhu, Baining Guo, David Wipf", | |
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| "title": "Computational Optimal Transport: Complexity by Accelerated Gradient Descent Is Better Than by Sinkhorn's Algorithm", | |
| "author": "Pavel Dvurechenskii, Alexander Gasnikov, Alexey Kroshnin", | |
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| "title": "Conditional Neural Processes", | |
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| "title": "Conditional Noise-Contrastive Estimation of Unnormalised Models", | |
| "author": "Ciwan Ceylan, Michael Gutmann", | |
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| "title": "Configurable Markov Decision Processes", | |
| "author": "Alberto Maria Metelli, Mirco Mutti, Marcello Restelli", | |
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| { | |
| "id": "site_16bb1949bf", | |
| "title": "Constrained Interacting Submodular Groupings", | |
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| "id": "site_6874169aa4", | |
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| "author": "Qiang Qiu, Xiuyuan Cheng, robert Calderbank, Guillermo Sapiro", | |
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| "title": "DRACO: Byzantine-resilient Distributed Training via Redundant Gradients", | |
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| "title": "Data Summarization at Scale: A Two-Stage Submodular Approach", | |
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| "title": "Decentralized Submodular Maximization: Bridging Discrete and Continuous Settings", | |
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| "title": "Decomposition of Uncertainty in Bayesian Deep Learning for Efficient and Risk-sensitive Learning", | |
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| "title": "Decoupled Parallel Backpropagation with Convergence Guarantee", | |
| "author": "Zhouyuan Huo, Bin Gu, Qian Yang, Heng Huang", | |
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| "author": "Hae Beom Lee, Eunho Yang, Sung Ju Hwang", | |
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| "title": "Deep Bayesian Nonparametric Tracking", | |
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| "title": "Delayed Impact of Fair Machine Learning", | |
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| "title": "Disentangled Sequential Autoencoder", | |
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| "title": "Disentangling by Factorising", | |
| "author": "Hyunjik Kim, Andriy Mnih", | |
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| "title": "Dissipativity Theory for Accelerating Stochastic Variance Reduction: A Unified Analysis of SVRG and Katyusha Using Semidefinite Programs", | |
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| "title": "Distilling the Posterior in Bayesian Neural Networks", | |
| "author": "Kuan-Chieh Wang, Paul Vicol, James Lucas, Li Gu, Roger Grosse, Richard Zemel", | |
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| "title": "Distributed Asynchronous Optimization with Unbounded Delays: How Slow Can You Go?", | |
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| "title": "Distributed Clustering via LSH Based Data Partitioning", | |
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| { | |
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| "title": "Distributed Nonparametric Regression under Communication Constraints", | |
| "author": "Yuancheng Zhu, John Lafferty", | |
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| "site": "https://icml.cc/virtual/2018/poster/2046" | |
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| { | |
| "id": "site_b0d6c6253b", | |
| "title": "Do Outliers Ruin Collaboration?", | |
| "author": "Mingda Qiao", | |
| "status": "Oral", | |
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| "site": "https://icml.cc/virtual/2018/poster/1876" | |
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| { | |
| "id": "site_d8d3971ccb", | |
| "title": "Does Distributionally Robust Supervised Learning Give Robust Classifiers?", | |
| "author": "Weihua Hu, Gang Niu, Issei Sato, Masashi Sugiyama", | |
| "status": "Oral", | |
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| "site": "https://icml.cc/virtual/2018/poster/2181" | |
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| { | |
| "id": "site_29ed574e5b", | |
| "title": "Dropout Training, Data-dependent Regularization, and Generalization Bounds", | |
| "author": "Wenlong Mou, Yuchen Zhou, Jun Gao, Liwei Wang", | |
| "status": "Oral", | |
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| "site": "https://icml.cc/virtual/2018/poster/2000" | |
| }, | |
| { | |
| "id": "site_7e2c76d271", | |
| "title": "Dynamic Evaluation of Neural Sequence Models", | |
| "author": "Ben Krause, Emmanuel Kahembwe, Iain Murray, Steve Renals", | |
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| "site": "https://icml.cc/virtual/2018/poster/2197" | |
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| { | |
| "id": "site_cd6f1aea2e", | |
| "title": "Dynamic Regret of Strongly Adaptive Methods", | |
| "author": "Lijun Zhang, Tianbao Yang, rong jin, Zhi-Hua Zhou", | |
| "status": "Oral", | |
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| "site": "https://icml.cc/virtual/2018/poster/1989" | |
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| { | |
| "id": "site_1c981eadcb", | |
| "title": "Dynamical Isometry and a Mean Field Theory of CNNs: How to Train 10,000-Layer Vanilla Convolutional Neural Networks", | |
| "author": "Lechao Xiao, Yasaman Bahri, Jascha Sohl-Dickstein, Samuel Schoenholz, Jeffrey Pennington", | |
| "status": "Oral", | |
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| "site": "https://icml.cc/virtual/2018/poster/2421" | |
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| { | |
| "id": "site_eba0d8c27c", | |
| "title": "Dynamical Isometry and a Mean Field Theory of RNNs: Gating Enables Signal Propagation in Recurrent Neural Networks", | |
| "author": "Minmin Chen, Jeffrey Pennington, Samuel Schoenholz", | |
| "status": "Oral", | |
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| "site": "https://icml.cc/virtual/2018/poster/2464" | |
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| { | |
| "id": "site_94ee42a02a", | |
| "title": "Efficient Bias-Span-Constrained Exploration-Exploitation in Reinforcement Learning", | |
| "author": "Ronan Fruit, Matteo Pirotta, Alessandro Lazaric, Ronald Ortner", | |
| "status": "Oral", | |
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| "site": "https://icml.cc/virtual/2018/poster/2036" | |
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| { | |
| "id": "site_f7d6d93d1f", | |
| "title": "Efficient First-Order Algorithms for Adaptive Signal Denoising", | |
| "author": "Dmitrii Ostrovskii, Zaid Harchaoui", | |
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| "site": "https://icml.cc/virtual/2018/poster/2359" | |
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| { | |
| "id": "site_cdb3ebccc4", | |
| "title": "Efficient Gradient-Free Variational Inference using Policy Search", | |
| "author": "Oleg Arenz, Gerhard Neumann, Mingjun Zhong", | |
| "status": "Oral", | |
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| "site": "https://icml.cc/virtual/2018/poster/2482" | |
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| { | |
| "id": "site_8a4915dbe1", | |
| "title": "Efficient Model-Based Deep Reinforcement Learning with Variational State Tabulation", | |
| "author": "Dane Corneil, Wulfram Gerstner, Johanni Brea", | |
| "status": "Oral", | |
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| "site": "https://icml.cc/virtual/2018/poster/2242" | |
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| { | |
| "id": "site_100784f032", | |
| "title": "Efficient Neural Architecture Search via Parameters Sharing", | |
| "author": "Hieu Pham, Melody Guan, Barret Zoph, Quoc Le, Jeff Dean", | |
| "status": "Oral", | |
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| "site": "https://icml.cc/virtual/2018/poster/2247" | |
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| { | |
| "id": "site_c114b3aa1c", | |
| "title": "Efficient Neural Audio Synthesis", | |
| "author": "Nal Kalchbrenner, Erich Elsen, Karen Simonyan, Seb Noury, Norman Casagrande, Edward Lockhart, Florian Stimberg, A\u00e4ron van den Oord, Sander Dieleman, Koray Kavukcuoglu", | |
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| "site": "https://icml.cc/virtual/2018/poster/2333" | |
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| { | |
| "id": "site_241ee5fb66", | |
| "title": "Efficient and Consistent Adversarial Bipartite Matching", | |
| "author": "Rizal Fathony, Sima Behpour, Xinhua Zhang, Brian Ziebart", | |
| "status": "Oral", | |
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| "site": "https://icml.cc/virtual/2018/poster/2162" | |
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| { | |
| "id": "site_d1dbd3f334", | |
| "title": "Efficient end-to-end learning for quantizable representations", | |
| "author": "Yeonwoo Jeong, Hyun Oh Song", | |
| "status": "Oral", | |
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| "site": "https://icml.cc/virtual/2018/poster/2123" | |
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| { | |
| "id": "site_ec6ebfa497", | |
| "title": "End-to-End Learning for the Deep Multivariate Probit Model", | |
| "author": "Di Chen, Yexiang Xue, Carla Gomes", | |
| "status": "Oral", | |
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| "site": "https://icml.cc/virtual/2018/poster/2259" | |
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| { | |
| "id": "site_503f6032ce", | |
| "title": "End-to-end Active Object Tracking via Reinforcement Learning", | |
| "author": "Wenhan Luo, Peng Sun, Fangwei Zhong, Wei Liu, Tong Zhang, Yizhou Wang", | |
| "status": "Oral", | |
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| "site": "https://icml.cc/virtual/2018/poster/1889" | |
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| { | |
| "id": "site_c88ed5f0bc", | |
| "title": "Entropy-SGD optimizes the prior of a PAC-Bayes bound: Generalization properties of Entropy-SGD and data-dependent priors", | |
| "author": "Gintare Karolina Dziugaite, Daniel Roy", | |
| "status": "Oral", | |
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| "site": "https://icml.cc/virtual/2018/poster/2274" | |
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| { | |
| "id": "site_2f7bf2f8fa", | |
| "title": "Equivalence of Multicategory SVM and Simplex Cone SVM: Fast Computations and Statistical Theory", | |
| "author": "Guillaume Pouliot", | |
| "status": "Oral", | |
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| "site": "https://icml.cc/virtual/2018/poster/2427" | |
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| { | |
| "id": "site_a29c60c162", | |
| "title": "Error Compensated Quantized SGD and its Applications to Large-scale Distributed Optimization", | |
| "author": "Jiaxiang Wu, Weidong Huang, Junzhou Huang, Tong Zhang", | |
| "status": "Oral", | |
| "track": "main", | |
| "site": "https://icml.cc/virtual/2018/poster/2148" | |
| }, | |
| { | |
| "id": "site_9c63002668", | |
| "title": "Error Estimation for Randomized Least-Squares Algorithms via the Bootstrap", | |
| "author": "Miles Lopes, Shusen Wang, Michael Mahoney", | |
| "status": "Oral", | |
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| "site": "https://icml.cc/virtual/2018/poster/2345" | |
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| { | |
| "id": "site_4cbf8cf544", | |
| "title": "Escaping Saddles with Stochastic Gradients", | |
| "author": "Hadi Daneshmand, Jonas Kohler, Aurelien Lucchi, Thomas Hofmann", | |
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| "site": "https://icml.cc/virtual/2018/poster/2265" | |
| }, | |
| { | |
| "id": "site_19503ef34a", | |
| "title": "Essentially No Barriers in Neural Network Energy Landscape", | |
| "author": "Felix Draxler, Kambis Veschgini, Manfred Salmhofer, Fred Hamprecht", | |
| "status": "Oral", | |
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| "site": "https://icml.cc/virtual/2018/poster/2349" | |
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| { | |
| "id": "site_b77048a69f", | |
| "title": "Estimation of Markov Chain via Rank-constrained Likelihood", | |
| "author": "XUDONG LI, Mengdi Wang, Anru Zhang", | |
| "status": "Oral", | |
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| "site": "https://icml.cc/virtual/2018/poster/2304" | |
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| { | |
| "id": "site_0cc7abbf74", | |
| "title": "Explicit Inductive Bias for Transfer Learning with Convolutional Networks", | |
| "author": "Xuhong LI, Yves Grandvalet, Franck Davoine", | |
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| "site": "https://icml.cc/virtual/2018/poster/2225" | |
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| "title": "Exploiting the Potential of Standard Convolutional Autoencoders for Image Restoration by Evolutionary Search", | |
| "author": "Masanori SUGANUMA, Mete Ozay, Takayuki Okatani", | |
| "status": "Oral", | |
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| "site": "https://icml.cc/virtual/2018/poster/2329" | |
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| { | |
| "id": "site_2a6f9fb7dc", | |
| "title": "Exploring Hidden Dimensions in Accelerating Convolutional Neural Networks", | |
| "author": "Zhihao Jia, Sina Lin, Charles Qi, Alex Aiken", | |
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| "title": "Extracting Automata from Recurrent Neural Networks Using Queries and Counterexamples", | |
| "author": "Gail Weiss, Yoav Goldberg, Eran Yahav", | |
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| { | |
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| "title": "Extreme Learning to Rank via Low Rank Assumption", | |
| "author": "Minhao Cheng, Ian Davidson, Cho-Jui Hsieh", | |
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| "site": "https://icml.cc/virtual/2018/poster/2102" | |
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| "title": "Fair and Diverse DPP-Based Data Summarization", | |
| "author": "L. Elisa Celis, Vijay Keswani, Damian Straszak, Amit Jayant Deshpande, Tarun Kathuria, Nisheeth Vishnoi", | |
| "status": "Oral", | |
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| "site": "https://icml.cc/virtual/2018/poster/2176" | |
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| { | |
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| "title": "Fairness Without Demographics in Repeated Loss Minimization", | |
| "author": "Tatsunori Hashimoto, Megha Srivastava, Hongseok Namkoong, Percy Liang", | |
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| { | |
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| "title": "Fast Approximate Spectral Clustering for Dynamic Networks", | |
| "author": "Lionel Martin, Andreas Loukas, Pierre Vandergheynst", | |
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| "site": "https://icml.cc/virtual/2018/poster/2028" | |
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| { | |
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| "title": "Fast Bellman Updates for Robust MDPs", | |
| "author": "Chin Pang Ho, Marek Petrik, Wolfram Wiesemann", | |
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| { | |
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| "title": "Fast Decoding in Sequence Models Using Discrete Latent Variables", | |
| "author": "Lukasz Kaiser, Samy Bengio, Aurko Roy, Ashish Vaswani, Niki Parmar, Jakob Uszkoreit, Noam Shazeer", | |
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| "title": "Fast Gradient-Based Methods with Exponential Rate: A Hybrid Control Framework", | |
| "author": "Arman Sharifi Kolarijani, Peyman Mohajerin Esfahani, Tamas Keviczky", | |
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| "author": "Binxin Ru, Michael A Osborne, Mark Mcleod, Diego Granziol", | |
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| "title": "Fast Maximization of Non-Submodular, Monotonic Functions on the Integer Lattice", | |
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| "site": "https://icml.cc/virtual/2018/poster/1912" | |
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| "title": "Fast Parametric Learning with Activation Memorization", | |
| "author": "Jack Rae, Chris Dyer, Peter Dayan, Timothy Lillicrap", | |
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| "title": "Fast Stochastic AUC Maximization with $O(1/n)$-Convergence Rate", | |
| "author": "Mingrui Liu, Xiaoxuan Zhang, Zaiyi Chen, Xiaoyu Wang, Tianbao Yang", | |
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| "title": "Fast Variance Reduction Method with Stochastic Batch Size", | |
| "author": "University of California Xuanqing Liu, Cho-Jui Hsieh", | |
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| "title": "Fast and Sample Efficient Inductive Matrix Completion via Multi-Phase Procrustes Flow", | |
| "author": "Xiao Zhang, Simon Du, Quanquan Gu", | |
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| "title": "Fast and Scalable Bayesian Deep Learning by Weight-Perturbation in Adam", | |
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| { | |
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| "title": "Faster Derivative-Free Stochastic Algorithm for Shared Memory Machines", | |
| "author": "Bin Gu, Zhouyuan Huo, Cheng Deng, Heng Huang", | |
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| "title": "Feasible Arm Identification", | |
| "author": "Julian Katz-Samuels, Clay Scott", | |
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| "title": "Finding Influential Training Samples for Gradient Boosted Decision Trees", | |
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| "title": "Firing Bandits: Optimizing Crowdfunding", | |
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| "title": "Fixing a Broken ELBO", | |
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| "title": "Focused Hierarchical RNNs for Conditional Sequence Processing", | |
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| "title": "Fourier Policy Gradients", | |
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| "author": "Thomas Kerdreux, Fabian Pedregosa, Alexandre d'Aspremont", | |
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| "title": "Fully Decentralized Multi-Agent Reinforcement Learning with Networked Agents", | |
| "author": "Kaiqing Zhang, Zhuoran Yang, Han Liu, Tong Zhang, Tamer Basar", | |
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| "title": "Functional Gradient Boosting based on Residual Network Perception", | |
| "author": "Atsushi Nitanda, Taiji Suzuki", | |
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| "title": "GAIN: Missing Data Imputation using Generative Adversarial Nets", | |
| "author": "Jinsung Yoon, James Jordon, Mihaela van der Schaar", | |
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| "title": "GEP-PG: Decoupling Exploration and Exploitation in Deep Reinforcement Learning Algorithms", | |
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| "title": "Gated Path Planning Networks", | |
| "author": "Lisa Lee, Emilio Parisotto, Devendra Singh Chaplot, Eric Xing, Ruslan Salakhutdinov", | |
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| "site": "https://icml.cc/virtual/2018/poster/2488" | |
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| { | |
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| "title": "Generalization without Systematicity: On the Compositional Skills of Sequence-to-Sequence Recurrent Networks", | |
| "author": "Brenden Lake, Marco Baroni", | |
| "status": "Oral", | |
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| "site": "https://icml.cc/virtual/2018/poster/1938" | |
| }, | |
| { | |
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| "title": "Generalized Earley Parser: Bridging Symbolic Grammars and Sequence Data for Future Prediction", | |
| "author": "Siyuan Qi, Baoxiong Jia, Song-Chun Zhu", | |
| "status": "Oral", | |
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| }, | |
| { | |
| "id": "site_44e15bed16", | |
| "title": "Generalized Robust Bayesian Committee Machine for Large-scale Gaussian Process Regression", | |
| "author": "Haitao Liu, Jianfei Cai, Yi Wang, Yew Soon ONG", | |
| "status": "Oral", | |
| "track": "main", | |
| "site": "https://icml.cc/virtual/2018/poster/1958" | |
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| { | |
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| "title": "Generative Temporal Models with Spatial Memory for Partially Observed Environments", | |
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| "title": "Goodness-of-fit Testing for Discrete Distributions via Stein Discrepancy", | |
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| "author": "Qiang Sun, Kean Ming Tan, Han Liu, Tong Zhang", | |
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| "author": "Susumu Tsuchida, Fred Roosta, Marcus Gallagher", | |
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| "title": "JointGAN: Multi-Domain Joint Distribution Learning with Generative Adversarial Nets", | |
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| "title": "Kernel Recursive ABC: Point Estimation with Intractable Likelihood", | |
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| "title": "Knowledge Transfer with Jacobian Matching", | |
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| "title": "Kronecker Recurrent Units", | |
| "author": "Cijo Jose, Mouhamadou Moustapha Cisse, Francois Fleuret", | |
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| "title": "LaVAN: Localized and Visible Adversarial Noise", | |
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| { | |
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| "title": "Large-Scale Cox Process Inference using Variational Fourier Features", | |
| "author": "ST John, James Hensman", | |
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| { | |
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| "title": "Large-Scale Sparse Inverse Covariance Estimation via Thresholding and Max-Det Matrix Completion", | |
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| "title": "Make the Minority Great Again: First-Order Regret Bound for Contextual Bandits", | |
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| { | |
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| "title": "Markov Modulated Gaussian Cox Processes for Semi-Stationary Intensity Modeling of Events Data", | |
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| "title": "Massively Parallel Algorithms and Hardness for Single-Linkage Clustering under $\\ell_p$ Distances", | |
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| "title": "Matrix Norms in Data Streams: Faster, Multi-Pass and Row-Order", | |
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| { | |
| "id": "site_6cfa5c2909", | |
| "title": "Max-Mahalanobis Linear Discriminant Analysis Networks", | |
| "author": "Tianyu Pang, Chao Du, Jun Zhu", | |
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| { | |
| "id": "site_e1fe9c7793", | |
| "title": "Mean Field Multi-Agent Reinforcement Learning", | |
| "author": "Yaodong Yang, Rui Luo, Minne Li, Ming Zhou, Weinan Zhang, Jun Wang", | |
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| { | |
| "id": "site_2b92fda19c", | |
| "title": "Measuring abstract reasoning in neural networks", | |
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| "title": "MentorNet: Learning Data-Driven Curriculum for Very Deep Neural Networks on Corrupted Labels", | |
| "author": "Lu Jiang, Zhengyuan Zhou, Thomas Leung, Li-Jia Li, Li Fei-Fei", | |
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| { | |
| "id": "site_9a47443c93", | |
| "title": "Message Passing Stein Variational Gradient Descent", | |
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| "title": "Meta-Learning by Adjusting Priors Based on Extended PAC-Bayes Theory", | |
| "author": "Ron Amit, Ron Meir", | |
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| "title": "Minibatch Gibbs Sampling on Large Graphical Models", | |
| "author": "Christopher De Sa, Vincent Chen, Wong", | |
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| "title": "Minimal I-MAP MCMC for Scalable Structure Discovery in Causal DAG Models", | |
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| "title": "Minimax Concave Penalized Multi-Armed Bandit Model with High-Dimensional Covariates", | |
| "author": "xue wang, Mingcheng Wei, Tao Yao", | |
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| "title": "Mitigating Bias in Adaptive Data Gathering via Differential Privacy", | |
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| "title": "Mix & Match - Agent Curricula for Reinforcement Learning", | |
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| "title": "Mixed batches and symmetric discriminators for GAN training", | |
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| { | |
| "id": "site_8f7d29ac96", | |
| "title": "Model-Level Dual Learning", | |
| "author": "Yingce Xia, Xu Tan, Fei Tian, Tao Qin, Nenghai Yu, Tie-Yan Liu", | |
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| "id": "site_aed33d3429", | |
| "title": "Modeling Others using Oneself in Multi-Agent Reinforcement Learning", | |
| "author": "Roberta Raileanu, Emily Denton, Arthur Szlam, Facebook Rob Fergus", | |
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| "title": "Modeling Sparse Deviations for Compressed Sensing using Generative Models", | |
| "author": "Manik Dhar, Aditya Grover, Stefano Ermon", | |
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| "title": "More Robust Doubly Robust Off-policy Evaluation", | |
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| "title": "Multi-Fidelity Black-Box Optimization with Hierarchical Partitions", | |
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| "title": "Multicalibration: Calibration for the (Computationally-Identifiable) Masses", | |
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| "id": "site_f67552cce6", | |
| "title": "Mutual Information Neural Estimation", | |
| "author": "Mohamed Belghazi, Aristide Baratin, Sai Rajeswar, Sherjil Ozair, Yoshua Bengio, R Devon Hjelm, Aaron Courville", | |
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| "id": "site_de30bc07d4", | |
| "title": "Near Optimal Frequent Directions for Sketching Dense and Sparse Matrices", | |
| "author": "Zengfeng Huang", | |
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| "id": "site_94a48da897", | |
| "title": "Nearly Optimal Robust Subspace Tracking", | |
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| "title": "NetGAN: Generating Graphs via Random Walks", | |
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| "title": "Network Global Testing by Counting Graphlets", | |
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| "title": "Neural Autoregressive Flows", | |
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| "author": "Christian Walder, Dongwoo Kim", | |
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| "title": "Neural Inverse Rendering for General Reflectance Photometric Stereo", | |
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| "title": "Neural Relational Inference for Interacting Systems", | |
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| "title": "Noisin: Unbiased Regularization for Recurrent Neural Networks", | |
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| "title": "Noisy Natural Gradient as Variational Inference", | |
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| "title": "Non-convex Conditional Gradient Sliding", | |
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| "title": "Online Learning with Abstention", | |
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| "title": "Online Linear Quadratic Control", | |
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| "title": "Optimal Distributed Learning with Multi-pass Stochastic Gradient Methods", | |
| "author": "Junhong Lin, Volkan Cevher", | |
| "status": "Oral", | |
| "track": "main", | |
| "site": "https://icml.cc/virtual/2018/poster/2484" | |
| }, | |
| { | |
| "id": "site_e2e11bc290", | |
| "title": "Optimal Rates of Sketched-regularized Algorithms for Least-Squares Regression over Hilbert Spaces", | |
| "author": "Junhong Lin, Volkan Cevher", | |
| "status": "Oral", | |
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| "site": "https://icml.cc/virtual/2018/poster/2379" | |
| }, | |
| { | |
| "id": "site_5e73f8f49c", | |
| "title": "Optimal Tuning for Divide-and-conquer Kernel Ridge Regression with Massive Data", | |
| "author": "Ganggang Xu, Zuofeng Shang, Guang Cheng", | |
| "status": "Oral", | |
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| "site": "https://icml.cc/virtual/2018/poster/2205" | |
| }, | |
| { | |
| "id": "site_d75fdfc9c9", | |
| "title": "Optimization Landscape and Expressivity of Deep CNNs", | |
| "author": "Quynh Nguyen, Matthias Hein", | |
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| "site": "https://icml.cc/virtual/2018/poster/2011" | |
| }, | |
| { | |
| "id": "site_3c57b938bf", | |
| "title": "Optimization, fast and slow: optimally switching between local and Bayesian optimization", | |
| "author": "Mark McLeod, Stephen Roberts, Michael A Osborne", | |
| "status": "Oral", | |
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| "site": "https://icml.cc/virtual/2018/poster/2224" | |
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| { | |
| "id": "site_eac2e0fa1a", | |
| "title": "Optimizing the Latent Space of Generative Networks", | |
| "author": "Piotr Bojanowski, Armand Joulin, David Lopez-Paz, Arthur Szlam", | |
| "status": "Oral", | |
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| "site": "https://icml.cc/virtual/2018/poster/2235" | |
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| { | |
| "id": "site_324863bdc5", | |
| "title": "Orthogonal Machine Learning: Power and Limitations", | |
| "author": "Ilias Zadik, Lester Mackey, Vasilis Syrgkanis", | |
| "status": "Oral", | |
| "track": "main", | |
| "site": "https://icml.cc/virtual/2018/poster/2409" | |
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| { | |
| "id": "site_5cbccf8a29", | |
| "title": "Orthogonal Recurrent Neural Networks with Scaled Cayley Transform", | |
| "author": "Kyle Helfrich, Devin Willmott, Qiang Ye", | |
| "status": "Oral", | |
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| "site": "https://icml.cc/virtual/2018/poster/2397" | |
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| { | |
| "id": "site_717e089be4", | |
| "title": "Orthogonality-Promoting Distance Metric Learning: Convex Relaxation and Theoretical Analysis", | |
| "author": "Pengtao Xie, Wei Wu, Yichen Zhu, Eric Xing", | |
| "status": "Oral", | |
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| "site": "https://icml.cc/virtual/2018/poster/1884" | |
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| { | |
| "id": "site_18ac5f07cc", | |
| "title": "Out-of-sample extension of graph adjacency spectral embedding", | |
| "author": "Keith Levin, Fred Roosta, Michael Mahoney, Carey Priebe", | |
| "status": "Oral", | |
| "track": "main", | |
| "site": "https://icml.cc/virtual/2018/poster/1937" | |
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| { | |
| "id": "site_e04539f8a9", | |
| "title": "Overcoming Catastrophic Forgetting with Hard Attention to the Task", | |
| "author": "Joan Serr\u00e0, Didac Suris, Marius Miron, Alexandros Karatzoglou", | |
| "status": "Oral", | |
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| "site": "https://icml.cc/virtual/2018/poster/2155" | |
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| { | |
| "id": "site_19c05a383e", | |
| "title": "PDE-Net: Learning PDEs from Data", | |
| "author": "Zichao Long, Yiping Lu, Xianzhong Ma, Bin Dong", | |
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| "track": "main", | |
| "site": "https://icml.cc/virtual/2018/poster/1934" | |
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| { | |
| "id": "site_03e0110d65", | |
| "title": "PIPPS: Flexible Model-Based Policy Search Robust to the Curse of Chaos", | |
| "author": "Paavo Parmas, Carl E Rasmussen, Jan Peters, Kenji Doya", | |
| "status": "Oral", | |
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| "site": "https://icml.cc/virtual/2018/poster/1978" | |
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| { | |
| "id": "site_bfb5e10b1c", | |
| "title": "Parallel Bayesian Network Structure Learning", | |
| "author": "Tian Gao, Dennis Wei", | |
| "status": "Oral", | |
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| "site": "https://icml.cc/virtual/2018/poster/1918" | |
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| { | |
| "id": "site_9b7bbbf1f2", | |
| "title": "Parallel WaveNet: Fast High-Fidelity Speech Synthesis", | |
| "author": "A\u00e4ron van den Oord, Yazhe Li, Igor Babuschkin, Karen Simonyan, Oriol Vinyals, Koray Kavukcuoglu, George van den Driessche, Edward Lockhart, Luis C Cobo, Florian Stimberg, Norman Casagrande, Dominik Grewe, Seb Noury, Sander Dieleman, Erich Elsen, Nal Kalchbrenner, Heiga Zen, Alex Graves, Helen King, Tom Walters, Dan Belov, Demis Hassabis", | |
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| "site": "https://icml.cc/virtual/2018/poster/2198" | |
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| { | |
| "id": "site_0114b60eea", | |
| "title": "Parallel and Streaming Algorithms for K-Core Decomposition", | |
| "author": "Hossein Esfandiari, Silvio Lattanzi, Vahab Mirrokni", | |
| "status": "Oral", | |
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| "site": "https://icml.cc/virtual/2018/poster/2186" | |
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| { | |
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| "title": "Parameterized Algorithms for the Matrix Completion Problem", | |
| "author": "Robert Ganian, DePaul Iyad Kanj, Sebastian Ordyniak, Stefan Szeider", | |
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| "title": "Partial Optimality and Fast Lower Bounds for Weighted Correlation Clustering", | |
| "author": "Jan-Hendrik Lange, Andreas Karrenbauer, Bjoern Andres", | |
| "status": "Oral", | |
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| { | |
| "id": "site_bcf24a872f", | |
| "title": "Path Consistency Learning in Tsallis Entropy Regularized MDPs", | |
| "author": "Yinlam Chow, Ofir Nachum, Mohammad Ghavamzadeh", | |
| "status": "Oral", | |
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| { | |
| "id": "site_2d528d62cd", | |
| "title": "Path-Level Network Transformation for Efficient Architecture Search", | |
| "author": "Han Cai, Jiacheng Yang, Weinan Zhang, Song Han, Yong Yu", | |
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| "title": "Pathwise Derivatives Beyond the Reparameterization Trick", | |
| "author": "Martin Jankowiak, Fritz Obermeyer", | |
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| "site": "https://icml.cc/virtual/2018/poster/2213" | |
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| { | |
| "id": "site_d5ee34dffd", | |
| "title": "PixelSNAIL: An Improved Autoregressive Generative Model", | |
| "author": "Xi Chen, Nikhil Mishra, Mostafa Rohaninejad, Pieter Abbeel", | |
| "status": "Oral", | |
| "track": "main", | |
| "site": "https://icml.cc/virtual/2018/poster/2296" | |
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| { | |
| "id": "site_a81d7a3273", | |
| "title": "Policy Optimization as Wasserstein Gradient Flows", | |
| "author": "RUIYI (ROY) ZHANG, Changyou Chen, Chunyuan Li, Lawrence Carin", | |
| "status": "Oral", | |
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| "site": "https://icml.cc/virtual/2018/poster/2121" | |
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| { | |
| "id": "site_3f7e1fd971", | |
| "title": "Policy Optimization with Demonstrations", | |
| "author": "Bingyi Kang, Zequn Jie, Jiashi Feng", | |
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| { | |
| "id": "site_92b2c88032", | |
| "title": "Policy and Value Transfer in Lifelong Reinforcement Learning", | |
| "author": "David Abel, Yuu Jinnai, Sophie Guo, George Konidaris, Michael L. Littman", | |
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| "title": "Practical Contextual Bandits with Regression Oracles", | |
| "author": "Dylan Foster, Alekh Agarwal, Miroslav Dudik, Haipeng Luo, Robert Schapire", | |
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| "title": "PredRNN++: Towards A Resolution of the Deep-in-Time Dilemma in Spatiotemporal Predictive Learning", | |
| "author": "Yunbo Wang, Zhifeng Gao, Mingsheng Long, Jianmin Wang, Philip Yu", | |
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| "title": "Predict and Constrain: Modeling Cardinality in Deep Structured Prediction", | |
| "author": "Nataly Brukhim, Amir Globerson", | |
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| "title": "Prediction Rule Reshaping", | |
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| "title": "Preventing Fairness Gerrymandering: Auditing and Learning for Subgroup Fairness", | |
| "author": "Michael Kearns, Seth Neel, Aaron Roth, Steven Wu", | |
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| "title": "Probabilistic Boolean Tensor Decomposition", | |
| "author": "Tammo Rukat, Christopher Holmes, Christopher Yau", | |
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| "title": "Probabilistic Recurrent State-Space Models", | |
| "author": "Andreas Doerr, Christian Daniel, Martin Schiegg, Duy Nguyen-Tuong, Stefan Schaal, Marc Toussaint, Sebastian Trimpe", | |
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| { | |
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| "title": "Probably Approximately Metric-Fair Learning", | |
| "author": "Gal Yona, Guy Rothblum", | |
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| "title": "Problem Dependent Reinforcement Learning Bounds Which Can Identify Bandit Structure in MDPs", | |
| "author": "Andrea Zanette, Emma Brunskill", | |
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| "title": "Programmatically Interpretable Reinforcement Learning", | |
| "author": "Abhinav Verma, Vijayaraghavan Murali, Rishabh Singh, Pushmeet Kohli, Swarat Chaudhuri", | |
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| "title": "Progress & Compress: A scalable framework for continual learning", | |
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| { | |
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| "title": "Projection-Free Online Optimization with Stochastic Gradient: From Convexity to Submodularity", | |
| "author": "Lin Chen, Christopher Harshaw, Hamed Hassani, Amin Karbasi", | |
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| { | |
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| "title": "Proportional Allocation: Simple, Distributed, and Diverse Matching with High Entropy", | |
| "author": "Shipra Agarwal, Morteza Zadimoghaddam, Vahab Mirrokni", | |
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| "title": "Provable Defenses against Adversarial Examples via the Convex Outer Adversarial Polytope", | |
| "author": "Eric Wong, Zico Kolter", | |
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| { | |
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| "title": "Provable Variable Selection for Streaming Features", | |
| "author": "Jing Wang, Jie Shen, Ping Li", | |
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| "title": "Pseudo-task Augmentation: From Deep Multitask Learning to Intratask Sharing\u2014and Back", | |
| "author": "Elliot Meyerson, Risto Miikkulainen", | |
| "status": "Oral", | |
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| "id": "site_95b8aa7a78", | |
| "title": "QMIX: Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning", | |
| "author": "Tabish Rashid, Mikayel Samvelyan, Christian Schroeder, Gregory Farquhar, Jakob Foerster, Shimon Whiteson", | |
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| { | |
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| "title": "QuantTree: Histograms for Change Detection in Multivariate Data Streams", | |
| "author": "Giacomo Boracchi, Diego Carrera, Cristiano Cervellera, Danilo Macci\u00f2", | |
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| "title": "Quasi-Monte Carlo Variational Inference", | |
| "author": "Alexander Buchholz, Florian Wenzel, Stephan Mandt", | |
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| { | |
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| "title": "Quickshift++: Provably Good Initializations for Sample-Based Mean Shift", | |
| "author": "Heinrich Jiang, Jennifer Jang, Samory Kpotufe", | |
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| "site": "https://icml.cc/virtual/2018/poster/1949" | |
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| { | |
| "id": "site_15c85a4ec6", | |
| "title": "RLlib: Abstractions for Distributed Reinforcement Learning", | |
| "author": "Eric Liang, Richard Liaw, Robert Nishihara, Philipp Moritz, Roy Fox, Ken Goldberg, Joseph E Gonzalez, Michael Jordan, Ion Stoica", | |
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| "title": "Racing Thompson: an Efficient Algorithm for Thompson Sampling with Non-conjugate Priors", | |
| "author": "Yichi Zhou, Jun Zhu, Jingwei Zhuo", | |
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| "title": "RadialGAN: Leveraging multiple datasets to improve target-specific predictive models using Generative Adversarial Networks", | |
| "author": "Jinsung Yoon, James Jordon, Mihaela van der Schaar", | |
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| { | |
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| { | |
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| "title": "Ranking Distributions based on Noisy Sorting", | |
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| { | |
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| { | |
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| { | |
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| "title": "Recurrent Predictive State Policy Networks", | |
| "author": "Ahmed Hefny, Zita Marinho, Wen Sun, Siddhartha Srinivasa, Geoff Gordon", | |
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| { | |
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| "title": "Regret Minimization for Partially Observable Deep Reinforcement Learning", | |
| "author": "Peter Jin, EECS Kurt Keutzer, Sergey Levine", | |
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| { | |
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| "title": "Reinforcement Learning with Function-Valued Action Spaces for Partial Differential Equation Control", | |
| "author": "Yangchen Pan, Amir-massoud Farahmand, Martha White, Saleh Nabi, Piyush Grover, Daniel Nikovski", | |
| "status": "Oral", | |
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| { | |
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| "title": "Reinforcing Adversarial Robustness using Model Confidence Induced by Adversarial Training", | |
| "author": "Xi Wu, Wooyeong Jang, Jiefeng Chen, Lingjiao Chen, Somesh Jha", | |
| "status": "Oral", | |
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| "site": "https://icml.cc/virtual/2018/poster/2298" | |
| }, | |
| { | |
| "id": "site_e5026571ec", | |
| "title": "Representation Learning on Graphs with Jumping Knowledge Networks", | |
| "author": "Keyulu Xu, Chengtao Li, Yonglong Tian, Tomohiro Sonobe, Ken-ichi Kawarabayashi, Stefanie Jegelka", | |
| "status": "Oral", | |
| "track": "main", | |
| "site": "https://icml.cc/virtual/2018/poster/2453" | |
| }, | |
| { | |
| "id": "site_2ff220322b", | |
| "title": "Representation Tradeoffs for Hyperbolic Embeddings", | |
| "author": "Frederic Sala, Christopher De Sa, Albert Gu, Christopher Re", | |
| "status": "Oral", | |
| "track": "main", | |
| "site": "https://icml.cc/virtual/2018/poster/2289" | |
| }, | |
| { | |
| "id": "site_b990910bb8", | |
| "title": "Residual Unfairness in Fair Machine Learning from Prejudiced Data", | |
| "author": "Nathan Kallus, Angela Zhou", | |
| "status": "Oral", | |
| "track": "main", | |
| "site": "https://icml.cc/virtual/2018/poster/2314" | |
| }, | |
| { | |
| "id": "site_e9698c9712", | |
| "title": "Revealing Common Statistical Behaviors in Heterogeneous Populations", | |
| "author": "Andrey Zhitnikov, Rotem Mulayoff, Tomer Michaeli", | |
| "status": "Oral", | |
| "track": "main", | |
| "site": "https://icml.cc/virtual/2018/poster/2019" | |
| }, | |
| { | |
| "id": "site_b35ddaef39", | |
| "title": "Reviving and Improving Recurrent Back-Propagation", | |
| "author": "Renjie Liao, Yuwen Xiong, Ethan Fetaya, Lisa Zhang, KiJung Yoon, Zachary S Pitkow, Raquel Urtasun, Richard Zemel", | |
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| { | |
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| "title": "Riemannian Stochastic Recursive Gradient Algorithm with Retraction and Vector Transport and Its Convergence Analysis", | |
| "author": "Hiroyuki Kasai, Hiroyuki Sato, Bamdev Mishra", | |
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| "id": "site_3854d4b5b2", | |
| "title": "Robust and Scalable Models of Microbiome Dynamics", | |
| "author": "Travis Gibson, Georg Gerber", | |
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| "title": "SAFFRON: an Adaptive Algorithm for Online Control of the False Discovery Rate", | |
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| "title": "SGD and Hogwild! Convergence Without the Bounded Gradients Assumption", | |
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| "title": "SQL-Rank: A Listwise Approach to Collaborative Ranking", | |
| "author": "LIWEI WU, Cho-Jui Hsieh, University of California James Sharpnack", | |
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| "title": "Safe Element Screening for Submodular Function Minimization", | |
| "author": "Weizhong Zhang, Bin Hong, Lin Ma, Wei Liu, Tong Zhang", | |
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| "title": "Scalable Bilinear Pi Learning Using State and Action Features", | |
| "author": "Yichen Chen, Lihong Li, Mengdi Wang", | |
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| "title": "Scalable Deletion-Robust Submodular Maximization: Data Summarization with Privacy and Fairness Constraints", | |
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| "title": "Selecting Representative Examples for Program Synthesis", | |
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| "title": "Self-Bounded Prediction Suffix Tree via Approximate String Matching", | |
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| "title": "Self-Consistent Trajectory Autoencoder: Hierarchical Reinforcement Learning with Trajectory Embeddings", | |
| "author": "John Co-Reyes, Yu Xuan Liu, Abhishek Gupta, Benjamin Eysenbach, Pieter Abbeel, Sergey Levine", | |
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| "id": "site_35923d1296", | |
| "title": "Self-Imitation Learning", | |
| "author": "Junhyuk Oh, Yijie Guo, Satinder Singh, Honglak Lee", | |
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| "id": "site_7d8c13bdc1", | |
| "title": "Semi-Amortized Variational Autoencoders", | |
| "author": "Yoon Kim, Sam Wiseman, Andrew Miller, David Sontag, Alexander Rush", | |
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| { | |
| "id": "site_013a8e1286", | |
| "title": "Semi-Implicit Variational Inference", | |
| "author": "Mingzhang Yin, Mingyuan Zhou", | |
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| "title": "Semi-Supervised Learning on Data Streams via Temporal Label Propagation", | |
| "author": "Tal Wagner, Sudipto Guha, Shiva Kasiviswanathan, Nina Mishra", | |
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| "title": "Semi-Supervised Learning via Compact Latent Space Clustering", | |
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| "title": "Semiparametric Contextual Bandits", | |
| "author": "Akshay Krishnamurthy, Steven Wu, Vasilis Syrgkanis", | |
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| "title": "Shampoo: Preconditioned Stochastic Tensor Optimization", | |
| "author": "Vineet Gupta, Tomer Koren, Yoram Singer", | |
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| "title": "Signal and Noise Statistics Oblivious Orthogonal Matching Pursuit", | |
| "author": "Sreejith Kallummil, Sheetal Kalyani", | |
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| "title": "Smoothed Action Value Functions for Learning Gaussian Policies", | |
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| "title": "Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor", | |
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| "title": "SparseMAP: Differentiable Sparse Structured Inference", | |
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| "title": "Spatio-temporal Bayesian On-line Changepoint Detection with Model Selection", | |
| "author": "Jeremias Knoblauch, Theodoros Damoulas", | |
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| "title": "Spectrally Approximating Large Graphs with Smaller Graphs", | |
| "author": "Andreas Loukas, Pierre Vandergheynst", | |
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| "title": "Spline Filters For End-to-End Deep Learning", | |
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| "title": "Spotlight: Optimizing Device Placement for Training Deep Neural Networks", | |
| "author": "Yuanxiang Gao, Li Chen, Baochun Li", | |
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| "title": "Spurious Local Minima are Common in Two-Layer ReLU Neural Networks", | |
| "author": "Itay Safran, Ohad Shamir", | |
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| "title": "Stability and Generalization of Learning Algorithms that Converge to Global Optima", | |
| "author": "Zachary Charles, Dimitris Papailiopoulos", | |
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| "title": "Stabilizing Gradients for Deep Neural Networks via Efficient SVD Parameterization", | |
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| "title": "Stagewise Safe Bayesian Optimization with Gaussian Processes", | |
| "author": "Yanan Sui, Vincent Zhuang, Joel Burdick, Yisong Yue", | |
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| "title": "State Abstractions for Lifelong Reinforcement Learning", | |
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| "author": "Hannes Nickisch, Arno Solin, Alexander Grigorevskiy", | |
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| "title": "Stein Variational Gradient Descent Without Gradient", | |
| "author": "Jun Han, Qiang Liu", | |
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| "title": "Stein Variational Message Passing for Continuous Graphical Models", | |
| "author": "Dilin Wang, Zhe Zeng, Qiang Liu", | |
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| "author": "Jianfei Chen, Jun Zhu, Le Song", | |
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| "title": "Stochastic Variance-Reduced Cubic Regularized Newton Method", | |
| "author": "Dongruo Zhou, Pan Xu, Quanquan Gu", | |
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| "site": "https://icml.cc/virtual/2018/poster/2223" | |
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| "title": "Stochastic Variance-Reduced Hamilton Monte Carlo Methods", | |
| "author": "Difan Zou, Pan Xu, Quanquan Gu", | |
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| "title": "Stochastic Variance-Reduced Policy Gradient", | |
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| "author": "Emily Denton, Rob Fergus", | |
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| "author": "Sebastian Claici, Edward Chien, Justin Solomon", | |
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| "author": "Michael Tschannen, Aran Khanna, Animashree Anandkumar", | |
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| "author": "Teodor Vanislavov Marinov, Poorya Mianjy, Raman Arora", | |
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| "author": "Sanjeev Arora, Rong Ge, Behnam Neyshabur, Yi Zhang", | |
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| "title": "Structured Control Nets for Deep Reinforcement Learning", | |
| "author": "Mario Srouji, Jian Zhang, Ruslan Salakhutdinov", | |
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| "id": "site_dea785f574", | |
| "title": "Structured Variationally Auto-encoded Optimization", | |
| "author": "Xiaoyu Lu, Javier Gonz\u00e1lez, Zhenwen Dai, Neil Lawrence", | |
| "status": "Oral", | |
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| "title": "Style Tokens: Unsupervised Style Modeling, Control and Transfer in End-to-End Speech Synthesis", | |
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| "title": "Submodular Hypergraphs: p-Laplacians, Cheeger Inequalities and Spectral Clustering", | |
| "author": "Pan Li, Olgica Milenkovic", | |
| "status": "Oral", | |
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| "title": "Subspace Embedding and Linear Regression with Orlicz Norm", | |
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| "status": "Oral", | |
| "track": "main", | |
| "site": "https://icml.cc/virtual/2018/poster/2451" | |
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| "title": "WHInter: A Working set algorithm for High-dimensional sparse second order Interaction models", | |
| "author": "Marine LE MORVAN, Jean-Philippe Vert", | |
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| "title": "Weakly Submodular Maximization Beyond Cardinality Constraints: Does Randomization Help Greedy?", | |
| "author": "Lin Chen, Moran Feldman, Amin Karbasi", | |
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| "title": "Weightless: Lossy weight encoding for deep neural network compression", | |
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| "title": "Which Training Methods for GANs do actually Converge?", | |
| "author": "Lars Mescheder, Andreas Geiger, Sebastian Nowozin", | |
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| "title": "Yes, but Did It Work?: Evaluating Variational Inference", | |
| "author": "Yuling Yao, Aki Vehtari, Daniel Simpson, Andrew Gelman", | |
| "status": "Oral", | |
| "track": "main", | |
| "site": "https://icml.cc/virtual/2018/poster/2055" | |
| }, | |
| { | |
| "id": "site_551999532f", | |
| "title": "oi-VAE: Output Interpretable VAEs for Nonlinear Group Factor Analysis", | |
| "author": "Samuel Ainsworth, Nicholas J Foti, Adrian KC Lee, Emily Fox", | |
| "status": "Oral", | |
| "track": "main", | |
| "site": "https://icml.cc/virtual/2018/poster/2410" | |
| }, | |
| { | |
| "id": "site_36ba0a7109", | |
| "title": "prDeep: Robust Phase Retrieval with a Flexible Deep Network", | |
| "author": "Christopher Metzler, Phillip Schniter, Ashok Veeraraghavan, Richard Baraniuk", | |
| "status": "Oral", | |
| "track": "main", | |
| "site": "https://icml.cc/virtual/2018/poster/2480" | |
| }, | |
| { | |
| "id": "site_72396d0b01", | |
| "title": "signSGD: Compressed Optimisation for Non-Convex Problems", | |
| "author": "Jeremy Bernstein, Yu-Xiang Wang, Kamyar Azizzadenesheli, Anima Anandkumar", | |
| "status": "Oral", | |
| "track": "main", | |
| "site": "https://icml.cc/virtual/2018/poster/2356" | |
| } | |
| ] |