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310 Results
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Poster
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Tue 10:45 |
A Primal-Dual link between GANs and Autoencoders Hisham Husain · Richard Nock · Robert Williamson |
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Poster
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Tue 10:45 |
Deep ReLU Networks Have Surprisingly Few Activation Patterns Boris Hanin · David Rolnick |
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Poster
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Tue 10:45 |
Differentially Private Algorithms for Learning Mixtures of Separated Gaussians Gautam Kamath · Or Sheffet · Vikrant Singhal · Jonathan Ullman |
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Poster
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Wed 17:00 |
First Exit Time Analysis of Stochastic Gradient Descent Under Heavy-Tailed Gradient Noise Thanh Huy Nguyen · Umut Simsekli · Mert Gurbuzbalaban · Gaël RICHARD |
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Poster
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Tue 10:45 |
Generalization in Generative Adversarial Networks: A Novel Perspective from Privacy Protection Bingzhe Wu · Shiwan Zhao · Chaochao Chen · Haoyang Xu · Li Wang · Xiaolu Zhang · Guangyu Sun · Jun Zhou |
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Poster
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Tue 10:45 |
You Only Propagate Once: Accelerating Adversarial Training via Maximal Principle Dinghuai Zhang · Tianyuan Zhang · Yiping Lu · Zhanxing Zhu · Bin Dong |
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Poster
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Tue 10:45 |
Average-Case Averages: Private Algorithms for Smooth Sensitivity and Mean Estimation Mark Bun · Thomas Steinke |
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Poster
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Thu 10:45 |
Private Hypothesis Selection Mark Bun · Gautam Kamath · Thomas Steinke · Steven Wu |
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Poster
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Tue 17:30 |
Necessary and Sufficient Geometries for Gradient Methods Daniel Levy · John Duchi |
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Poster
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Thu 17:00 |
Understanding Sparse JL for Feature Hashing Meena Jagadeesan |
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Poster
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Tue 10:45 |
Uniform convergence may be unable to explain generalization in deep learning Vaishnavh Nagarajan · J. Zico Kolter |
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Poster
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Thu 17:00 |
Average Individual Fairness: Algorithms, Generalization and Experiments Saeed Sharifi-Malvajerdi · Michael Kearns · Aaron Roth |