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Poster
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Thu 11:00
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Implicit Regularization of Decentralized Gradient Descent for Sparse Regression
Tongle Wu · Ying Sun
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Poster
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Thu 16:30
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Implicit Regularization of Sharpness-Aware Minimization for Scale-Invariant Problems
Bingcong Li · Liang Zhang · Niao He
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Poster
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Wed 16:30
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Connectivity Shapes Implicit Regularization in Matrix Factorization Models for Matrix Completion
Zhiwei Bai · Jiajie Zhao · Yaoyu Zhang
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Poster
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Deep linear networks for regression are implicitly regularized towards flat minima
Pierre Marion · Lénaïc Chizat
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Poster
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Wed 16:30
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Improving Generalization and Convergence by Enhancing Implicit Regularization
Mingze Wang · Jinbo Wang · Haotian He · Zilin Wang · Guanhua Huang · Feiyu Xiong · Zhiyu li · Weinan E · Lei Wu
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Poster
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Thu 11:00
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Implicit Regularization Paths of Weighted Neural Representations
Jin-Hong Du · Pratik Patil
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Poster
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Fri 16:30
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Provably Mitigating Overoptimization in RLHF: Your SFT Loss is Implicitly an Adversarial Regularizer
Zhihan Liu · Miao Lu · Shenao Zhang · Boyi Liu · Hongyi Guo · Yingxiang Yang · Jose Blanchet · Zhaoran Wang
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Workshop
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Optimizing Attention with Mirror Descent: Generalized Max-Margin Token Selection
Aaron Alvarado Kristanto Julistiono · Davoud Ataee Tarzanagh · Navid Azizan
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Workshop
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SGD and Weight Decay Secretly Minimize the Rank of Your Neural Network
Tomer Galanti · Zachary Siegel · Aparna Gupte · Tomaso Poggio
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