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Poster
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Tue 14:00 |
Bayesian Active Learning by Soft Mean Objective Cost of Uncertainty Guang Zhao · Edward Dougherty · Byung-Jun Yoon · Francis J. Alexander · Xiaoning Qian |
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Poster
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Tue 18:30 |
One-pass Stochastic Gradient Descent in overparametrized two-layer neural networks Hanjing Zhu · Jiaming Xu |
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Poster
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Wed 6:00 |
Dirichlet Pruning for Convolutional Neural Networks Kamil Adamczewski · Mijung Park |
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Poster
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Thu 7:30 |
Local SGD: Unified Theory and New Efficient Methods Eduard Gorbunov · Filip Hanzely · Peter Richtarik |
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Poster
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Wed 6:00 |
Wyner-Ziv Estimators: Efficient Distributed Mean Estimation with Side-Information Prathamesh Mayekar · Ananda Theertha Suresh · Himanshu Tyagi |
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Poster
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Tue 18:30 |
On the Suboptimality of Negative Momentum for Minimax Optimization Guodong Zhang · Yuanhao Wang |
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Poster
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Tue 14:00 |
Active Learning under Label Shift Eric Zhao · Anqi Liu · Animashree Anandkumar · Yisong Yue |
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Poster
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Tue 18:30 |
Good Classifiers are Abundant in the Interpolating Regime Ryan Theisen · Jason Klusowski · Michael Mahoney |
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Poster
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Tue 18:30 |
A Parameter-Free Algorithm for Misspecified Linear Contextual Bandits Kei Takemura · Shinji Ito · Daisuke Hatano · Hanna Sumita · Takuro Fukunaga · Naonori Kakimura · Ken-ichi Kawarabayashi |
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Poster
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Wed 12:45 |
Finite-Sample Regret Bound for Distributionally Robust Offline Tabular Reinforcement Learning Zhengqing Zhou · Qinxun Bai · Zhengyuan Zhou · Linhai Qiu · Jose Blanchet · Peter Glynn |
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Poster
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Tue 14:00 |
Non-asymptotic Performance Guarantees for Neural Estimation of f-Divergences Sreejith Sreekumar · Zhengxin Zhang · Ziv Goldfeld |
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Poster
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Wed 12:45 |
Efficient Designs Of SLOPE Penalty Sequences In Finite Dimension Yiliang Zhang · Zhiqi Bu |