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17 Results
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Poster
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Wed 2:30 |
Implicit regularization in Heavy-ball momentum accelerated stochastic gradient descent Avrajit Ghosh · HE LYU · Xitong Zhang · Rongrong Wang |
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Poster
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Tue 2:30 |
How Sharpness-Aware Minimization Minimizes Sharpness? Kaiyue Wen · Tengyu Ma · Zhiyuan Li |
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Oral
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Wed 1:30 |
Implicit regularization in Heavy-ball momentum accelerated stochastic gradient descent Avrajit Ghosh · HE LYU · Xitong Zhang · Rongrong Wang |
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Poster
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Mon 2:30 |
A new characterization of the edge of stability based on a sharpness measure aware of batch gradient distribution Sungyoon Lee · Cheongjae Jang |
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Poster
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Wed 2:30 |
Self-Stabilization: The Implicit Bias of Gradient Descent at the Edge of Stability Alex Damian · Eshaan Nichani · Jason Lee |
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Poster
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Tue 7:30 |
The Implicit Bias of Minima Stability in Multivariate Shallow ReLU Networks Mor Shpigel Nacson · Rotem Mulayoff · Greg Ongie · Tomer Michaeli · Daniel Soudry |
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Poster
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Disentangling the Mechanisms Behind Implicit Regularization in SGD Zachary Novack · Simran Kaur · Tanya Marwah · Saurabh Garg · Zachary Lipton |
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Poster
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Mon 2:30 |
Why (and When) does Local SGD Generalize Better than SGD? Xinran Gu · Kaifeng Lyu · Longbo Huang · Sanjeev Arora |
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Poster
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Tue 7:30 |
Offline RL with No OOD Actions: In-Sample Learning via Implicit Value Regularization Haoran Xu · Li Jiang · Jianxiong Li · Zhuoran Yang · Zhaoran Wang · Wai Chan · Xianyuan Zhan |
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Oral
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Tue 6:40 |
Offline RL with No OOD Actions: In-Sample Learning via Implicit Value Regularization Haoran Xu · Li Jiang · Jianxiong Li · Zhuoran Yang · Zhaoran Wang · Wai Chan · Xianyuan Zhan |
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Poster
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Mon 2:30 |
LS-IQ: Implicit Reward Regularization for Inverse Reinforcement Learning Firas Al-Hafez · Davide Tateo · Oleg Arenz · Guoping Zhao · Jan Peters |
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Poster
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Implicit Regularization for Group Sparsity Jiangyuan Li · THANH NGUYEN · Chinmay Hegde · Raymond K. W. Wong |