icml/icml2019.json

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        "title": "$\\texttt{DoubleSqueeze}$: Parallel Stochastic Gradient Descent with Double-pass Error-Compensated Compression",
        "author": "Hanlin Tang, Chen Yu, Xiangru Lian, Tong Zhang, Ji Liu",
        "status": "Oral",
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    {
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        "title": "A Baseline for Any Order Gradient Estimation in Stochastic Computation Graphs",
        "author": "Jingkai Mao, Jakob Foerster, Tim Rockt\u00e4schel, Maruan Al-Shedivat, Gregory Farquhar, Shimon Whiteson",
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        "title": "A Better k-means++ Algorithm via Local Search",
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        "site": "https://icml.cc/virtual/2019/poster/4015"
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    {
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        "title": "A Block Coordinate Descent Proximal Method for Simultaneous Filtering and Parameter Estimation",
        "author": "Ramin Raziperchikolaei, Harish Bhat",
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        "site": "https://icml.cc/virtual/2019/poster/4187"
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        "title": "A Composite Randomized Incremental Gradient Method",
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        "title": "A Conditional-Gradient-Based Augmented Lagrangian Framework",
        "author": "Alp Yurtsever, Olivier Fercoq, Volkan Cevher",
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        "title": "A Contrastive Divergence for Combining Variational Inference and MCMC",
        "author": "Francisco Ruiz, Michalis Titsias",
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        "title": "A Convergence Theory for Deep Learning via Over-Parameterization",
        "author": "Zeyuan Allen-Zhu, Yuanzhi Li, Zhao Song",
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        "track": "main",
        "site": "https://icml.cc/virtual/2019/poster/4040"
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        "title": "A Deep Reinforcement Learning Perspective on Internet Congestion Control",
        "author": "Nathan Jay, Noga H. Rotman, Brighten Godfrey, Michael Schapira, Aviv Tamar",
        "status": "Oral",
        "track": "main",
        "site": "https://icml.cc/virtual/2019/poster/4028"
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        "title": "A Dynamical Systems Perspective on Nesterov Acceleration",
        "author": "Michael Muehlebach, Michael Jordan",
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        "title": "A Framework for Bayesian Optimization in Embedded Subspaces",
        "author": "Amin Nayebi, Alexander Munteanu, Matthias Poloczek",
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        "title": "A Gradual, Semi-Discrete Approach to Generative Network Training via Explicit Wasserstein Minimization",
        "author": "Yucheng Chen, Matus Telgarsky, Chao Zhang, Bolton Bailey, Daniel Hsu, Jian Peng",
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        "title": "A Kernel Perspective for Regularizing Deep Neural Networks",
        "author": "Alberto Bietti, Gregoire Mialon, Dexiong Chen, Julien Mairal",
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        "title": "A Kernel Theory of Modern Data Augmentation",
        "author": "Tri Dao, Albert Gu, Alexander J Ratner, Virginia Smith, Christopher De Sa, Christopher Re",
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        "site": "https://icml.cc/virtual/2019/poster/3611"
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        "title": "A Large-Scale Study on Regularization and Normalization in GANs",
        "author": "Karol Kurach, Mario Lucic, Xiaohua Zhai, Marcin Michalski, Sylvain Gelly",
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        "title": "A Multitask Multiple Kernel Learning Algorithm for Survival Analysis with Application to Cancer Biology",
        "author": "Onur Dereli, Ceyda O\u011fuz, Mehmet G\u00f6nen",
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        "site": "https://icml.cc/virtual/2019/poster/4219"
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        "title": "A Persistent Weisfeiler--Lehman Procedure for Graph Classification",
        "author": "Bastian Rieck, Christian Bock, Karsten Borgwardt",
        "status": "Oral",
        "track": "main",
        "site": "https://icml.cc/virtual/2019/poster/3725"
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        "title": "A Personalized Affective Memory Model for Improving Emotion Recognition",
        "author": "Pablo Barros, German Parisi, Stefan Wermter",
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        "site": "https://icml.cc/virtual/2019/poster/3828"
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        "title": "A Polynomial Time MCMC Method for Sampling from Continuous Determinantal Point Processes",
        "author": "Alireza Rezaei, Shayan Oveis Gharan",
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        "title": "A Quantitative Analysis of the Effect of Batch Normalization on Gradient Descent",
        "author": "YongQiang Cai, Qianxiao Li, Zuowei Shen",
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        "title": "A Recurrent Neural Cascade-based Model for Continuous-Time Diffusion",
        "author": "Sylvain Lamprier",
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        "title": "A Statistical Investigation of Long Memory in Language and Music",
        "author": "Alexander Greaves-Tunnell, Zaid Harchaoui",
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        "site": "https://icml.cc/virtual/2019/poster/3937"
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        "title": "A Tail-Index Analysis of Stochastic Gradient Noise in Deep Neural Networks",
        "author": "Umut Simsekli, Levent Sagun, Mert Gurbuzbalaban",
        "status": "Oral",
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        "title": "A Theoretical Analysis of Contrastive Unsupervised Representation Learning",
        "author": "Nikunj Umesh Saunshi, Orestis Plevrakis, Sanjeev Arora, Mikhail Khodak, Hrishikesh Khandeparkar",
        "status": "Oral",
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        "site": "https://icml.cc/virtual/2019/poster/4241"
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        "title": "A Theory of Regularized Markov Decision Processes",
        "author": "Matthieu Geist, Bruno Scherrer, Olivier Pietquin",
        "status": "Oral",
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        "site": "https://icml.cc/virtual/2019/poster/4025"
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        "id": "site_1a1e7ce876",
        "title": "A Tree-Based Method for Fast Repeated Sampling of Determinantal Point Processes",
        "author": "Jennifer Gillenwater, Alex Kulesza, Zelda Mariet, Sergei Vassilvitskii",
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        "title": "A Wrapped Normal Distribution on Hyperbolic Space for Gradient-Based Learning",
        "author": "Yoshihiro Nagano, Shoichiro Yamaguchi, Yasuhiro Fujita, Masanori Koyama",
        "status": "Oral",
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        "site": "https://icml.cc/virtual/2019/poster/3795"
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        "title": "A fully differentiable beam search decoder",
        "author": "Ronan Collobert, Awni Hannun, Gabriel Synnaeve",
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        "title": "ARSM: Augment-REINFORCE-Swap-Merge Estimator for Gradient Backpropagation Through Categorical Variables",
        "author": "Mingzhang Yin, Yuguang Yue, Mingyuan Zhou",
        "status": "Oral",
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        "title": "AReS and MaRS - Adversarial and MMD-Minimizing Regression for SDEs",
        "author": "Gabriele Abbati, Philippe Wenk, Michael A Osborne, Andreas Krause, Bernhard Sch\u00f6lkopf, Stefan Bauer",
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        "title": "AUC\u00b5: A Performance Metric for Multi-Class Machine Learning Models",
        "author": "Ross Kleiman, University of Wisconsin David Page",
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        "site": "https://icml.cc/virtual/2019/poster/4252"
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        "title": "Accelerated Flow for Probability Distributions",
        "author": "Amirhossein Taghvaei, Prashant Mehta",
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        "title": "Accelerated Linear Convergence of Stochastic Momentum Methods in Wasserstein Distances",
        "author": "Bugra Can, Mert Gurbuzbalaban, Lingjiong Zhu",
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        "title": "Acceleration of SVRG and Katyusha X by Inexact Preconditioning",
        "author": "Yanli Liu, Fei Feng, Wotao Yin",
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        "title": "Active Embedding Search via Noisy Paired Comparisons",
        "author": "Gregory Canal, Andy Massimino, Mark Davenport, Christopher Rozell",
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        "author": "Iiris Sundin, Peter Schulam, Eero Siivola, Aki Vehtari, Suchi Saria, Samuel Kaski",
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        "title": "Active Learning for Probabilistic Structured Prediction of Cuts and Matchings",
        "author": "Sima Behpour, Anqi Liu, Brian Ziebart",
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        "title": "Active Learning with Disagreement Graphs",
        "author": "Corinna Cortes, Giulia DeSalvo, Mehryar Mohri, Ningshan Zhang, Claudio Gentile",
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        "site": "https://icml.cc/virtual/2019/poster/4190"
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        "author": "Shariq Iqbal, Fei Sha",
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        "author": "Rachel Ward, Xiaoxia Wu, Leon Bottou",
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        "title": "Adaptive Antithetic Sampling for Variance Reduction",
        "author": "Hongyu Ren, Shengjia Zhao, Stefano Ermon",
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        "title": "Adaptive Monte Carlo Multiple Testing via Multi-Armed Bandits",
        "author": "Martin Zhang, James Zou, David Tse",
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        "title": "Adaptive Regret of Convex and Smooth Functions",
        "author": "Lijun Zhang, Tie-Yan Liu, Zhi-Hua Zhou",
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        "author": "Michal Kempka, Wojciech Kotlowski, Manfred K. Warmuth",
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        "title": "Adaptive Sensor Placement for Continuous Spaces",
        "author": "James A. Grant, Alexis Boukouvalas, Ryan-Rhys Griffiths, David Leslie, Sattar Vakili, Enrique Munoz De Cote",
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        "author": "Chen Huang, Shuangfei Zhai, Walter Talbott, Miguel Angel Bautista Martin, Shih-Yu Sun, Carlos Guestrin, Joshua M Susskind",
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        "title": "Adjustment Criteria for Generalizing Experimental Findings",
        "author": "Juan Correa, Jin Tian, Elias Bareinboim",
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        "author": "Alon Resler, Yishay Mansour",
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        "author": "Sebastien Bubeck, Yin Tat Lee, Eric Price, Ilya Razenshteyn",
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