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Poster
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Wed 9:00 |
Chaos of Learning Beyond Zero-sum and Coordination via Game Decompositions Yun Kuen Cheung · Yixin Tao |
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Oral
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Mon 11:00 |
Federated Learning Based on Dynamic Regularization Durmus Alp Emre Acar · Yue Zhao · Ramon Matas · Matthew Mattina · Paul Whatmough · Venkatesh Saligrama |
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Spotlight
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Tue 20:20 |
Async-RED: A Provably Convergent Asynchronous Block Parallel Stochastic Method using Deep Denoising Priors Yu Sun · Jiaming Liu · Yiran Sun · Brendt Wohlberg · Ulugbek Kamilov |
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Poster
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Thu 9:00 |
VCNet and Functional Targeted Regularization For Learning Causal Effects of Continuous Treatments Lizhen Nie · Mao Ye · Qiang Liu · Dan Nicolae |
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Poster
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Mon 1:00 |
Wasserstein-2 Generative Networks Alexander Korotin · Vage Egiazarian · Arip Asadulaev · Alexander Safin · Evgeny Burnaev |
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Spotlight
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Wed 21:25 |
Regularization Matters in Policy Optimization - An Empirical Study on Continuous Control Zhuang Liu · Xuanlin Li · Bingyi Kang · trevor darrell |
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Workshop
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Regularization Can Help Mitigate Poisoning Attacks... with the Right Hyperparameters Javier Carnerero-Cano |
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Spotlight
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Tue 12:40 |
Implicit Convex Regularizers of CNN Architectures: Convex Optimization of Two- and Three-Layer Networks in Polynomial Time Tolga Ergen · Mert Pilanci |
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Poster
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Mon 17:00 |
Optimal Regularization can Mitigate Double Descent Preetum Nakkiran · Prayaag Venkat · Sham M Kakade · Tengyu Ma |
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Spotlight
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Wed 21:35 |
Regularized Inverse Reinforcement Learning Wonseok Jeon · Chen-Yang Su · Paul Barde · Thang Doan · Derek Nowrouzezahrai · Joelle Pineau |
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Poster
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Mon 17:00 |
Regularization Matters in Policy Optimization - An Empirical Study on Continuous Control Zhuang Liu · Xuanlin Li · Bingyi Kang · trevor darrell |
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Poster
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Tue 1:00 |
Intraclass clustering: an implicit learning ability that regularizes DNNs Simon Carbonnelle · Christophe De Vleeschouwer |