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Hiding Data Helps: On the Benefits of Masking for Sparse Coding


Feb 24, 2023
Muthu Chidambaram, Chenwei Wu, Yu Cheng, Rong Ge

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* 21 pages, 3 figures 

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Provably Learning Diverse Features in Multi-View Data with Midpoint Mixup


Oct 24, 2022
Muthu Chidambaram, Xiang Wang, Chenwei Wu, Rong Ge

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* 50 pages 

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Towards Understanding the Data Dependency of Mixup-style Training


Oct 14, 2021
Muthu Chidambaram, Xiang Wang, Yuzheng Hu, Chenwei Wu, Rong Ge

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* 25 pages, 13 figures 

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Beyond Lazy Training for Over-parameterized Tensor Decomposition


Oct 22, 2020
Xiang Wang, Chenwei Wu, Jason D. Lee, Tengyu Ma, Rong Ge

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* NeurIPS 2020; the first two authors contribute equally 

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Dissecting Hessian: Understanding Common Structure of Hessian in Neural Networks


Oct 08, 2020
Yikai Wu, Xingyu Zhu, Chenwei Wu, Annie Wang, Rong Ge

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* 29 pages, 26 figures. Main text: 8 pages, 6 figures. First two authors have equal contribution and are in alphabetical order 

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Secure Data Sharing With Flow Model


Sep 24, 2020
Chenwei Wu, Chenzhuang Du, Yang Yuan

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Guarantees for Tuning the Step Size using a Learning-to-Learn Approach


Jun 30, 2020
Xiang Wang, Shuai Yuan, Chenwei Wu, Rong Ge

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