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Wasserstein Loss Minimization", "author": "Jianbo Ye, James Wang, Jia Li", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/585" }, { "id": "site_dcdce0239d", "title": "A Unified Maximum Likelihood Approach for Estimating Symmetric Properties of Discrete Distributions", "author": "Jayadev Acharya, Hirakendu Das, Alon Orlitsky, Ananda Suresh", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/811" }, { "id": "site_5dc7f4ce51", "title": "A Unified Variance Reduction-Based Framework for Nonconvex Low-Rank Matrix Recovery", "author": "Lingxiao Wang, Xiao Zhang, Quanquan Gu", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/624" }, { "id": "site_b38693af25", "title": "A Unified View of Multi-Label Performance Measures", "author": "Xi-Zhu Wu, Zhi-Hua Zhou", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/751" }, { "id": "site_8bb50e023a", "title": "Accelerating 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{ "id": "site_428e7d7905", "title": "Active Learning for Top-$K$ Rank Aggregation from Noisy Comparisons", "author": "Soheil Mohajer, Changho Suh, Adel Elmahdy", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/819" }, { "id": "site_f0e56b0ccb", "title": "AdaNet: Adaptive Structural Learning of Artificial Neural Networks", "author": "Corinna Cortes, Xavi Gonzalvo, Vitaly Kuznetsov, Mehryar Mohri, Scott Yang", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/682" }, { "id": "site_d3079c7f59", "title": "Adapting Kernel Representations Online Using Submodular Maximization", "author": "Matthew Schlegel, Yangchen Pan, Jiecao Chen, Martha White", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/668" }, { "id": "site_e9931bfb0f", "title": "Adaptive Consensus ADMM for Distributed Optimization", "author": "Zheng Xu, Gavin Taylor, Hao Li, Mario Figueiredo, Xiaoming Yuan, Tom Goldstein", "status": 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Littman", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/781" }, { "id": "site_aa90c3dcea", "title": "An Analytical Formula of Population Gradient for two-layered ReLU network and its Applications in Convergence and Critical Point Analysis", "author": "Yuandong Tian", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/550" }, { "id": "site_cb96a78523", "title": "An Efficient, Sparsity-Preserving, Online Algorithm for Low-Rank Approximation", "author": "David Anderson, Ming Gu", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/833" }, { "id": "site_834dd6b807", "title": "An Infinite Hidden Markov Model With Similarity-Biased Transitions", "author": "Colin Dawson, Chaofan Huang, Clayton T. Morrison", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/649" }, { "id": "site_fccbf70f23", "title": "Analogical Inference for Multi-relational Embeddings", "author": "Hanxiao Liu, Yuexin Wu, Yiming Yang", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/620" }, { "id": "site_6c45d6591e", "title": "Analysis and Optimization of Graph Decompositions by Lifted Multicuts", "author": "Andrea Hornakova, Jan-Hendrik Lange, Bjoern Andres", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/476" }, { "id": "site_24514aeb9d", "title": "Analytical Guarantees on Numerical Precision of Deep Neural Networks", "author": "Charbel Sakr, Yongjune Kim, Naresh Shanbhag", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/743" }, { "id": "site_18336ae273", "title": "Approximate Newton Methods and Their Local Convergence", "author": "Haishan Ye, Luo Luo, Zhihua Zhang", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/715" }, { "id": "site_f1f03524b8", "title": "Approximate Steepest Coordinate Descent", "author": "Sebastian Stich, Anant Raj, Martin Jaggi", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/723" }, { "id": "site_c3adb74cbb", "title": "Asymmetric Tri-training for Unsupervised Domain Adaptation", "author": "Kuniaki Saito, Yoshitaka Ushiku, Tatsuya Harada", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/616" }, { "id": "site_91bba8a56b", "title": "Asynchronous Distributed Variational Gaussian Processes for Regression", "author": "Hao Peng, Shandian Zhe, Xiao Zhang, Yuan Qi", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/629" }, { "id": "site_d1469d86c8", "title": "Asynchronous Stochastic Gradient Descent with Delay Compensation", "author": "Shuxin Zheng, Qi Meng, Taifeng Wang, Wei Chen, Nenghai Yu, Zhiming Ma, Tie-Yan Liu", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/564" }, { "id": "site_43900d702d", "title": "Attentive Recurrent Comparators", "author": "Pranav Shyam, Shubham Gupta, Ambedkar Dukkipati", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/730" }, { "id": "site_fdbc2d5cf9", "title": "Automated Curriculum Learning for Neural Networks", "author": "Alex Graves, Marc Bellemare, Jacob Menick, Remi Munos, Koray Kavukcuoglu", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/701" }, { "id": "site_978b077435", "title": "Automatic Discovery of the Statistical Types of Variables in a Dataset", "author": "Isabel Valera, Zoubin Ghahramani", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/541" }, { "id": "site_5edf85680d", "title": "Averaged-DQN: Variance Reduction and Stabilization for Deep Reinforcement Learning", "author": "Oron Anschel, Nir Baram, Nahum Shimkin", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/566" }, { "id": "site_7f04ac3f23", "title": "Axiomatic Attribution for Deep Networks", "author": "Mukund Sundararajan, Ankur Taly, Qiqi Yan", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/850" }, { "id": "site_17adbf64a0", "title": "Batched High-dimensional Bayesian Optimization via Structural Kernel Learning", "author": "Zi Wang, Chengtao Li, Stefanie Jegelka, Pushmeet Kohli", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/739" }, { "id": "site_902e27a852", "title": "Bayesian Boolean Matrix Factorisation", "author": "Tammo Rukat, Christopher Holmes, Michalis Titsias, Christopher Yau", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/716" }, { "id": "site_a4b2492de1", "title": "Bayesian Models of Data Streams with Hierarchical Power Priors", "author": "Andres Masegosa, Thomas D. Nielsen, Helge Langseth, Dario Ramos-Lopez, Antonio Salmeron, Anders Madsen", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/775" }, { "id": "site_fa0ab152a3", "title": "Bayesian Optimization with Tree-structured Dependencies", "author": "Rodolphe Jenatton, Cedric Archambeau, Javier Gonz\u00e1lez, Matthias Seeger", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/666" }, { "id": "site_52ceebd360", "title": "Bayesian inference on random simple graphs with power law degree distributions", "author": "Juho Lee, Creighton Heaukulani, Zoubin Ghahramani, Lancelot F. James, Seungjin Choi", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/570" }, { "id": "site_f17edc0525", "title": "Being Robust (in High Dimensions) Can Be Practical", "author": "Ilias Diakonikolas, Gautam Kamath, Daniel Kane, Jerry Li, Ankur Moitra, Alistair Stewart", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/460" }, { "id": "site_c432aa20d3", "title": "Beyond Filters: Compact Feature Map for Portable Deep Model", "author": "Yunhe Wang, Chang Xu, Chao Xu, Dacheng Tao", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/466" }, { "id": "site_78bee3fde9", "title": "Bidirectional learning for time-series models with hidden units", "author": "Takayuki Osogami, Hiroshi Kajino, Taro Sekiyama", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/528" }, { "id": "site_a5c14b4f2c", "title": "Boosted Fitted Q-Iteration", "author": "Samuele Tosatto, Matteo Pirotta, Carlo D'Eramo, Marcello Restelli", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/676" }, { "id": "site_8ab04339a6", "title": "Bottleneck Conditional Density Estimation", "author": "Rui Shu, Hung Bui, Mohammad Ghavamzadeh", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/824" }, { "id": "site_87570b8d69", "title": "Breaking Locality Accelerates Block Gauss-Seidel", "author": "Stephen Tu, Shivaram Venkataraman, Ashia Wilson, Alex Gittens, Michael Jordan, Benjamin Recht", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/502" }, { "id": "site_9d31529eb8", "title": "Canopy --- Fast Sampling with Cover Trees", "author": "Manzil Zaheer, Satwik Kottur, Amr Ahmed, Jose Moura, Alex Smola", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/507" }, { "id": "site_9f651b2c2a", "title": "Capacity Releasing Diffusion for Speed and Locality.", "author": "Di Wang, Kimon Fountoulakis, Monika Henzinger, Michael Mahoney, Satish Rao", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/827" }, { "id": "site_9ae15abbca", "title": "ChoiceRank: Identifying Preferences from Node Traffic in Networks", "author": "Lucas Maystre, Matthias Grossglauser", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/519" }, { "id": "site_785a56b240", "title": "Clustering High Dimensional Dynamic Data Streams", "author": "Lin Yang, Harry Lang, Christian Sohler, Vladimir Braverman, Gereon Frahling", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/626" }, { "id": "site_5b78b944af", "title": "Clustering by Sum of Norms: Stochastic Incremental Algorithm, Convergence and Cluster Recovery", "author": "Ashkan Panahi, Devdatt Dubhashi, Fredrik D Johansson, Chiranjib Bhattacharya", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/699" }, { "id": "site_d2d4a9a0ef", "title": "Co-clustering through Optimal Transport", "author": "Charlotte Laclau, Ievgen Redko, Basarab Matei, Youn\u00e8s Bennani, Vincent Brault", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/591" }, { "id": "site_83bce1e89e", "title": "Cognitive Psychology for Deep Neural Networks: A Shape Bias Case Study", "author": "Samuel Ritter, David GT Barrett, Adam Santoro, Matthew Botvinick", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/536" }, { "id": "site_8b2f940dda", "title": "Coherence Pursuit: Fast, Simple, and Robust Subspace Recovery", "author": "Mostafa Rahmani, George Atia", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/527" }, { "id": "site_f18ffaf230", "title": "Coherent probabilistic forecasts for hierarchical time series", "author": "Souhaib Ben Taieb, James Taylor, Rob Hyndman", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/633" }, { "id": "site_0b0eb30e70", "title": "Collect at Once, Use Effectively: Making Non-interactive Locally Private Learning Possible", "author": "Kai Zheng, Wenlong Mou, Liwei Wang", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/860" }, { "id": "site_add5e7eff7", "title": "Combined Group and Exclusive Sparsity for Deep Neural Networks", "author": "jaehong yoon, Sung Ju Hwang", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/474" }, { "id": "site_9f5584dcb6", "title": "Combining Model-Based and Model-Free Updates for Trajectory-Centric Reinforcement Learning", "author": "Yevgen Chebotar, Karol Hausman, Marvin Zhang, Gaurav Sukhatme, Stefan Schaal, Sergey Levine", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/853" }, { "id": "site_6ffbc9f133", "title": "Communication-efficient Algorithms for Distributed Stochastic Principal Component Analysis", "author": "Dan Garber, Ohad Shamir, Nati Srebro", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/559" }, { "id": "site_6002e6474c", "title": "Composing Tree Graphical Models with Persistent Homology Features for Clustering Mixed-Type Data", "author": "XIUYAN NI, Novi Quadrianto, Yusu Wang, Chao Chen", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/504" }, { "id": "site_8227c84caf", "title": "Compressed Sensing using Generative Models", "author": "Ashish Bora, Ajil Jalal, Eric Price, Alexandros Dimakis", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/796" }, { "id": "site_a5f4cd933b", "title": "Conditional Accelerated Lazy Stochastic Gradient Descent", "author": "Guanghui , Sebastian Pokutta, Yi Zhou, Daniel Zink", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/510" }, { "id": "site_c1a3859d62", "title": "Conditional Image Synthesis with Auxiliary Classifier GANs", "author": "Augustus Odena, Christopher Olah, Jon Shlens", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/792" }, { "id": "site_13da2b94d1", "title": "Confident Multiple Choice Learning", "author": "Kimin Lee, Changho Hwang, KyoungSoo Park, Jinwoo Shin", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/693" }, { "id": "site_b1de3e39a0", "title": "Connected Subgraph Detection with Mirror Descent on SDPs", "author": "Cem Aksoylar, Orecchia Lorenzo, Venkatesh Saligrama", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/873" }, { "id": "site_2c4e823c76", "title": "Consistency Analysis for Binary Classification Revisited", "author": "Krzysztof Dembczynski, Wojciech Kotlowski, Sanmi Koyejo, Nagarajan Natarajan", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/787" }, { "id": "site_9a3b7fb92d", "title": "Consistent On-Line Off-Policy 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"title": "Forward and Reverse Gradient-Based Hyperparameter Optimization", "author": "Luca Franceschi, Michele Donini, Paolo Frasconi, Massimiliano Pontil", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/704" }, { "id": "site_c49a9a2b8b", "title": "Fractional Langevin Monte Carlo: Exploring Levy Driven Stochastic Differential Equations for MCMC", "author": "Umut Simsekli", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/462" }, { "id": "site_8fd6a53ecb", "title": "Frame-based Data Factorizations", "author": "Sebastian Mair, Ahc\u00e8ne Boubekki, Ulf Brefeld", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/722" }, { "id": "site_1328152b37", "title": "From Patches to Images: A Nonparametric Generative Model", "author": "Geng Ji, Michael Hughes, Erik Sudderth", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/753" }, { "id": "site_7067a79d5b", "title": 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"site_c624e78c87", "title": "How Close Are the Eigenvectors of the Sample and Actual Covariance Matrices?", "author": "Andreas Loukas", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/489" }, { "id": "site_dc96e6f2b2", "title": "How to Escape Saddle Points Efficiently", "author": "Chi Jin, Rong Ge, Praneeth Netrapalli, Sham Kakade, Michael Jordan", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/640" }, { "id": "site_75bbaa512a", "title": "Hyperplane Clustering Via Dual Principal Component Pursuit", "author": "Manolis Tsakiris, Rene Vidal", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/736" }, { "id": "site_530d5b8e4d", "title": "Identification and Model Testing in Linear Structural Equation Models using Auxiliary Variables", "author": "Bryant Chen, Daniel Kumor, Elias Bareinboim", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/783" }, { "id": "site_e340d96ab7", "title": "Identify the Nash Equilibrium in Static Games with Random Payoffs", "author": "Yichi Zhou, Jialian Li, Jun Zhu", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/681" }, { "id": "site_462350c49a", "title": "Identifying Best Interventions through Online Importance Sampling", "author": "Rajat Sen, Karthikeyan Shanmugam, Alexandros Dimakis, Sanjay Shakkottai", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/619" }, { "id": "site_51dd7e73b1", "title": "Image-to-Markup Generation with Coarse-to-Fine Attention", "author": "Yuntian Deng, Anssi Kanervisto, Jeffrey Ling, Alexander Rush", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/498" }, { "id": "site_dcec648ab4", "title": "Improved Variational Autoencoders for Text Modeling using Dilated Convolutions", "author": "Zichao Yang, Zhiting Hu, Ruslan Salakhutdinov, Taylor Berg-Kirkpatrick", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/834" }, { "id": "site_c4bf39b3a8", "title": "Improving Gibbs Sampler Scan Quality with DoGS", "author": "Ioannis Mitliagkas, Lester Mackey", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/765" }, { "id": "site_54ecc9c896", "title": "Improving Stochastic Policy Gradients in Continuous Control with Deep Reinforcement Learning using the Beta Distribution", "author": "Po-Wei Chou, Daniel Maturana, Sebastian Scherer", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/733" }, { "id": "site_aef4f66288", "title": "Improving Viterbi is Hard: Better Runtimes Imply Faster Clique Algorithms", "author": "Arturs Backurs, Christos Tzamos", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/728" }, { "id": "site_709240ea4f", "title": "Innovation Pursuit: A New Approach to the Subspace Clustering Problem", "author": "Mostafa Rahmani, George Atia", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/579" }, { "id": "site_15f82ad059", "title": "Input Convex Neural Networks", "author": "Brandon Amos, Lei Xu, Zico Kolter", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/835" }, { "id": "site_19777c2b43", "title": "Input Switched Affine Networks: An RNN Architecture Designed for Interpretability", "author": "Jakob Foerster, Justin Gilmer, Jan Chorowski, Jascha Sohl-Dickstein, David Sussillo", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/759" }, { "id": "site_77415f38f7", "title": "Interactive Learning from Policy-Dependent Human Feedback", "author": "James MacGlashan, Mark Ho, Robert Loftin, Bei Peng, Guan Wang, David L Roberts, Matthew E. Taylor, Michael L. Littman", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/846" }, { "id": "site_fb36238982", "title": "Iterative Machine Teaching", "author": "Weiyang Liu, Bo Dai, Ahmad Humayun, Charlene Tay, Chen Yu, Linda Smith, James Rehg, Le Song", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/858" }, { "id": "site_55ef2ef78b", "title": "Joint Dimensionality Reduction and Metric Learning: A Geometric Take", "author": "Mehrtash Harandi, Mathieu Salzmann, Richard I Hartley", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/561" }, { "id": "site_fd65a99555", "title": "Just Sort It! 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"title": "Large-Scale Evolution of Image Classifiers", "author": "Esteban Real, Sherry Moore, Andrew Selle, Saurabh Saxena, Yutaka Leon Suematsu, Jie Tan, Quoc Le, Alexey Kurakin", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/634" }, { "id": "site_a928838d3f", "title": "Latent Feature Lasso", "author": "En-Hsu Yen, Wei-Cheng Lee, Sung-En Chang, Arun Suggala, Shou-De Lin, Pradeep Ravikumar", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/867" }, { "id": "site_bc57cffcbe", "title": "Latent Intention Dialogue Models", "author": "Tsung-Hsien Wen, Yishu Miao, Phil Blunsom, Stephen J Young", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/746" }, { "id": "site_51c9faf2e3", "title": "Latent LSTM Allocation: Joint clustering and non-linear dynamic modeling of sequence data", "author": "Manzil Zaheer, Amr Ahmed, Alex Smola", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/817" }, { "id": "site_5d60ffc978", "title": "Lazifying Conditional Gradient Algorithms", "author": "G\u00e1bor Braun, Sebastian Pokutta, Daniel Zink", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/509" }, { "id": "site_b9b7018fef", "title": "Learned Optimizers that Scale and Generalize", "author": "Olga Wichrowska, Niru Maheswaranathan, Matthew Hoffman, Sergio G\u00f3mez Colmenarejo, Misha Denil, Nando de Freitas, Jascha Sohl-Dickstein", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/780" }, { "id": "site_064b5f768d", "title": "Learning Algorithms for Active Learning", "author": "Philip Bachman, Alessandro Sordoni, Adam Trischler", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/880" }, { "id": "site_7cc7768142", "title": "Learning Continuous Semantic Representations of Symbolic Expressions", "author": "Miltiadis Allamanis, pankajan 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Activation Differences", "author": "Avanti Shrikumar, Peyton Greenside, Anshul Kundaje", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/614" }, { "id": "site_3c2bd57bfd", "title": "Learning Infinite Layer Networks without the Kernel Trick", "author": "Roi Livni, Daniel Carmon, Amir Globerson", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/755" }, { "id": "site_6b2d153271", "title": "Learning Latent Space Models with Angular Constraints", "author": "Pengtao Xie, Yuntian Deng, Yi Zhou, Abhimanu Kumar, Yaoliang Yu, James Zou, Eric Xing", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/499" }, { "id": "site_a437694b6d", "title": "Learning Sleep Stages from Radio Signals: A Conditional Adversarial Architecture", "author": "Mingmin Zhao, Shichao Yue, Dina Katabi, Tommi Jaakkola, Matt Bianchi", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/889" }, { "id": "site_3ffad767ef", "title": "Learning Stable Stochastic Nonlinear Dynamical Systems", "author": "Jonas Umlauft, Sandra Hirche", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/531" }, { "id": "site_a441f00c01", "title": "Learning Texture Manifolds with the Periodic Spatial GAN", "author": "Urs M Bergmann, Nikolay Jetchev, Roland Vollgraf", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/664" }, { "id": "site_4014262fbc", "title": "Learning from Clinical Judgments: Semi-Markov-Modulated Marked Hawkes Processes for Risk Prognosis", "author": "Ahmed M. Alaa, Scott B Hu, Mihaela van der Schaar", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/573" }, { "id": "site_c9d8ec567c", "title": "Learning in POMDPs with Monte Carlo Tree Search", "author": "Sammie Katt, Frans A Oliehoek, Chris Amato", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/750" }, { "id": "site_0c9ff77635", "title": "Learning the Structure of Generative Models without Labeled Data", "author": "Stephen Bach, Bryan He, Alexander J Ratner, Christopher Re", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/464" }, { "id": "site_2fedfcfb52", "title": "Learning to Aggregate Ordinal Labels by Maximizing Separating Width", "author": "Guangyong Chen, Shengyu Zhang, Di Lin, Hui Huang, Pheng Ann Heng", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/503" }, { "id": "site_98a6ba26b4", "title": "Learning to Align the Source Code to the Compiled Object 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"site": "https://icml.cc/virtual/2017/poster/515" }, { "id": "site_cb3ea856b9", "title": "Statistical Inference for Incomplete Ranking Data: The Case of Rank-Dependent Coarsening", "author": "Mohsen Ahmadi Fahandar, Eyke H\u00fcllermeier, Ines Couso", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/590" }, { "id": "site_12554d3d34", "title": "StingyCD: Safely Avoiding Wasteful Updates in Coordinate Descent", "author": "Tyler Johnson, Carlos Guestrin", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/764" }, { "id": "site_f1c2fe1576", "title": "Stochastic Adaptive Quasi-Newton Methods for Minimizing Expected Values", "author": "Chaoxu Zhou, Wenbo Gao, Donald Goldfarb", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/856" }, { "id": "site_11a16d0de0", "title": "Stochastic Bouncy Particle Sampler", "author": "Ari Pakman, Dar Gilboa, David Carlson, Liam Paninski", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/890" }, { "id": "site_ae9f9d4561", "title": "Stochastic Convex Optimization: Faster Local Growth Implies Faster Global Convergence", "author": "Yi Xu, Qihang Lin, Tianbao Yang", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/505" }, { "id": "site_c4b190cd12", "title": "Stochastic DCA for the Large-sum of Non-convex Functions Problem and its Application to Group Variable Selection in Classification", "author": "Hoai An Le Thi, Hoai Minh Le, Duy Nhat Phan, Bach Tran", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/886" }, { "id": "site_5bf0576ad4", "title": "Stochastic Generative Hashing", "author": "Bo Dai, Ruiqi Guo, Sanjiv Kumar, Niao He, Le Song", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/766" }, { "id": "site_0f9098210d", "title": "Stochastic Gradient MCMC Methods for Hidden Markov Models", "author": "Yi-An Ma, Nicholas J Foti, Emily Fox", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/829" }, { "id": "site_3b782f6b1e", "title": "Stochastic Gradient Monomial Gamma Sampler", "author": "Yizhe Zhang, Changyou Chen, Zhe Gan, Ricardo Henao, Lawrence Carin", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/768" }, { "id": "site_ef506278fb", "title": "Stochastic Variance Reduction Methods for Policy Evaluation", "author": "Simon Du, Jianshu Chen, Lihong Li, Lin Xiao, Dengyong Zhou", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/648" }, { "id": "site_2d943857b9", "title": "Stochastic modified equations and adaptive stochastic gradient algorithms", "author": "Qianxiao Li, Cheng Tai, Weinan E", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/530" }, { "id": "site_483b7ee8a6", "title": "Strong NP-Hardness for Sparse Optimization with Concave Penalty Functions", "author": "Yichen Chen, Dongdong Ge, Mengdi Wang, Zizhuo Wang, Yinyu Ye, Hao Yin", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/726" }, { "id": "site_9c5459b249", "title": "Strongly-Typed Agents are Guaranteed to Interact Safely", "author": "David Balduzzi", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/599" }, { "id": "site_b2b436fb5e", "title": "Sub-sampled Cubic Regularization for Non-convex Optimization", "author": "Jonas Kohler, Aurelien Lucchi", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/563" }, { "id": "site_d0044f216c", "title": "Tensor Balancing on Statistical Manifold", "author": "Mahito Sugiyama, Hiroyuki Nakahara, Koji Tsuda", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/631" }, { "id": "site_bbc0c87b91", "title": "Tensor Belief Propagation", "author": "Andrew Wrigley, Wee Sun Lee, Nan Ye", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/651" }, { "id": "site_430550b955", "title": "Tensor Decomposition via Simultaneous Power Iteration", "author": "Poan Wang, Chi-Jen Lu", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/560" }, { "id": "site_bb7c363cfc", "title": "Tensor Decomposition with Smoothness", "author": "Masaaki Imaizumi, Kohei Hayashi", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/556" }, { "id": "site_60bf70879b", "title": "Tensor-Train Recurrent Neural Networks for Video Classification", "author": "Yinchong Yang, Denis Krompass, Volker Tresp", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/770" }, { "id": "site_a3535d35e5", "title": "The Predictron: End-To-End Learning and Planning", "author": "David Silver, Hado van Hasselt, Matteo Hessel, Tom Schaul, Arthur Guez, Tim Harley, Gabriel Dulac-Arnold, David Reichert, Neil Rabinowitz, Andre Barreto, Thomas Degris", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/707" }, { "id": "site_f2a059ed95", "title": "The Price of Differential Privacy For Online Learning", "author": "Naman Agarwal, Karan Singh", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/582" }, { "id": "site_e1ffcce8d8", "title": "The Sample Complexity of Online One-Class Collaborative Filtering", "author": "Reinhard Heckel, Kannan Ramchandran", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/878" }, { "id": "site_565886ee71", "title": "The Shattered Gradients Problem: If resnets are the answer, then what is the question?", "author": "David Balduzzi, Marcus Frean, Wan-Duo Ma, Brian McWilliams, Lennox Leary, John Lewis", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/601" }, { "id": "site_712afbc5f2", "title": "The Statistical Recurrent Unit", "author": "Junier Oliva, Barnab\u00e1s P\u00f3czos, Jeff 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Ruslan Salakhutdinov, Eric Xing", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/816" }, { "id": "site_8df79a22d2", "title": "Toward Efficient and Accurate Covariance Matrix Estimation on Compressed Data", "author": "Xixian Chen, Michael Lyu, Irwin King", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/473" }, { "id": "site_e38df64992", "title": "Towards K-means-friendly Spaces: Simultaneous Deep Learning and Clustering", "author": "Bo Yang, Xiao Fu, Nicholas Sidiropoulos, Mingyi Hong", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/738" }, { "id": "site_5b5c324511", "title": "Tunable Efficient Unitary Neural Networks (EUNN) and their application to RNNs", "author": "Li Jing, Yichen Shen, Tena Dubcek, John E Peurifoy, Scott Skirlo, Yann LeCun, Max Tegmark, Marin Solja\\v{c}i\\'{c}", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/813" }, { "id": "site_d0e1fa155a", "title": "Uncertainty Assessment and False Discovery Rate Control in High-Dimensional Granger Causal Inference", "author": "Aditya Chaudhry, Pan Xu, Quanquan Gu", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/479" }, { "id": "site_7040281310", "title": "Uncorrelation and Evenness: a New Diversity-Promoting Regularizer", "author": "Pengtao Xie, Aarti Singh, Eric Xing", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/491" }, { "id": "site_fffcb6edac", "title": "Uncovering Causality from Multivariate Hawkes Integrated Cumulants", "author": "Massil Achab, Emmanuel Bacry, St\u00e9phane Ga\u00efffas, Iacopo Mastromatteo, Jean-Fran\u00e7ois Muzy", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/673" }, { "id": "site_77fb66e8b7", "title": "Understanding Black-box Predictions via Influence Functions", "author": "Pang Wei Koh, Percy Liang", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/678" }, { "id": "site_0bc323e003", "title": "Understanding Synthetic Gradients and Decoupled Neural Interfaces", "author": "Wojciech Czarnecki, Grzegorz \u015awirszcz, Max Jaderberg, Simon Osindero, Oriol Vinyals, Koray Kavukcuoglu", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/719" }, { "id": "site_f32280376d", "title": "Uniform Convergence Rates for Kernel Density Estimation", "author": "Heinrich Jiang", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/545" }, { "id": "site_833867b45e", "title": "Uniform Deviation Bounds for k-Means Clustering", "author": "Olivier Bachem, Mario Lucic, Hamed Hassani, Andreas Krause", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/523" }, { "id": "site_7fe5de10cb", "title": "Unifying task specification in reinforcement learning", "author": "Martha White", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/461" }, { "id": "site_57c31c7108", "title": "Unimodal Probability Distributions for Deep Ordinal Classification", "author": "Christopher Beckham, Christopher Pal", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/672" }, { "id": "site_0cd66fde3b", "title": "Unsupervised Learning by Predicting Noise", "author": "Piotr Bojanowski, Armand Joulin", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/520" }, { "id": "site_2bd564b503", "title": "Variants of RMSProp and Adagrad with Logarithmic Regret Bounds", "author": "Mahesh Chandra Mukkamala, Matthias Hein", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/884" }, { "id": "site_70a9c92014", "title": "Variational Boosting: Iteratively Refining Posterior Approximations", "author": "Andrew Miller, Nicholas J Foti, Ryan P. Adams", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/558" }, { "id": "site_f4ec6a76a7", "title": "Variational Dropout Sparsifies Deep Neural Networks", "author": "Dmitry Molchanov, Arsenii Ashukha, Dmitry Vetrov", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/793" }, { "id": "site_17e18a8217", "title": "Variational Inference for Sparse and Undirected Models", "author": "John Ingraham, Debora Marks", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/861" }, { "id": "site_c9a70469c3", "title": "Variational Policy for Guiding Point Processes", "author": "Yichen Wang, Grady Williams, Evangelos Theodorou, Le Song", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/798" }, { "id": "site_d76ac36a2d", "title": "Video Pixel Networks", "author": "Nal Kalchbrenner, Karen Simonyan, A\u00e4ron van den Oord, Ivo Danihelka, Oriol Vinyals, Alex Graves, Koray Kavukcuoglu", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/720" }, { "id": "site_625e34f618", "title": "Visualizing and Understanding Multilayer Perceptron Models: A Case Study in Speech Processing", "author": "Tasha Nagamine, Nima Mesgarani", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/826" }, { "id": "site_b33ae5fe69", "title": "Warped Convolutions: Efficient Invariance to Spatial Transformations", "author": "Joao Henriques, Andrea Vedaldi", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/660" }, { "id": "site_73830390f0", "title": "Wasserstein Generative Adversarial Networks", "author": "Martin Arjovsky, Soumith Chintala, L\u00e9on Bottou", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/799" }, { "id": "site_a3936b49b6", "title": "When can Multi-Site Datasets be Pooled for Regression? Hypothesis Tests, $\\ell_2$-consistency and Neuroscience Applications", "author": "Hao Zhou, Yilin Zhang, Vamsi Krishna Ithapu, Sterling Johnson, Grace Wahba, Vikas Singh", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/487" }, { "id": "site_c03777ca14", "title": "Why is Posterior Sampling Better than Optimism for Reinforcement Learning?", "author": "Ian Osband, Benjamin Van Roy", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/589" }, { "id": "site_b3dcab3614", "title": "World of Bits: An Open-Domain Platform for Web-Based Agents", "author": "Tim Shi, Andrej Karpathy, Jim Fan, Jonathan Hernandez, Percy Liang", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/843" }, { "id": "site_fdfbbf33d6", "title": "Zero-Inflated Exponential Family Embeddings", "author": "Liping Liu, David Blei", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/625" }, { "id": "site_b12027d2e5", "title": "Zero-Shot Task Generalization with Multi-Task Deep Reinforcement Learning", "author": "Junhyuk Oh, Satinder Singh, Honglak Lee, Pushmeet Kohli", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/822" }, { "id": "site_8ff707ecdf", "title": "ZipML: Training Linear Models with End-to-End Low Precision, and a Little Bit of Deep Learning", "author": "Hantian Zhang, Jerry Li, Kaan Kara, Dan Alistarh, Ji Liu, Ce Zhang", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/659" }, { "id": "site_6e3e612cae", "title": "Zonotope hit-and-run for efficient sampling from projection DPPs", "author": "Guillaume Gautier, R\u00e9mi Bardenet, Michal Valko", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/680" }, { "id": "site_426eb56aa6", "title": "iSurvive: An Interpretable, Event-time Prediction Model for mHealth", "author": "Walter Dempsey, Alexander Moreno, James Rehg, Susan Murphy, Chris Scott, Michael Dennis, David Gustafson", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/732" }, { "id": "site_c6124189d7", "title": "meProp: Sparsified Back Propagation for Accelerated Deep Learning with Reduced Overfitting", "author": "Xu SUN, Xuancheng REN, Shuming Ma, Houfeng Wang", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/567" }, { "id": "site_b00b0c02ba", "title": "\u201cConvex Until Proven Guilty\u201d: Dimension-Free Acceleration of Gradient Descent on Non-Convex Functions", "author": "Yair Carmon, John Duchi, Oliver Hinder, Aaron Sidford", "status": "Poster", "track": "main", "site": "https://icml.cc/virtual/2017/poster/831" } ]