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Workshop
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Near-Interpolators: Fast Norm Growth and Tempered Near-Overfitting
Yutong Wang · Rishi Sonthalia · Wei Hu
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Workshop
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Benign Overfitting and Grokking in ReLU Networks for XOR Cluster Data
Zhiwei Xu · Yutong Wang · Spencer Frei · Gal Vardi · Wei Hu
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Workshop
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On robust overfitting: adversarial training induced distribution matters
Runzhi Tian · Yongyi Mao
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Workshop
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Sat 9:00
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Benign Overfitting and Grokking in ReLU Networks for XOR Cluster Data
Zhiwei Xu · Yutong Wang · Spencer Frei · Gal Vardi · Wei Hu
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Poster
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Thu 15:00
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Balance, Imbalance, and Rebalance: Understanding Robust Overfitting from a Minimax Game Perspective
Yifei Wang · Liangchen Li · Jiansheng Yang · Zhouchen Lin · Yisen Wang
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Poster
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Wed 8:45
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Eliminating Catastrophic Overfitting Via Abnormal Adversarial Examples Regularization
Runqi Lin · Chaojian Yu · Tongliang Liu
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Poster
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Thu 15:00
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Mind the spikes: Benign overfitting of kernels and neural networks in fixed dimension
Moritz Haas · David Holzmüller · Ulrike Luxburg · Ingo Steinwart
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Poster
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Wed 15:00
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Characterization of Overfitting in Robust Multiclass Classification
Jingyuan Xu · Weiwei Liu
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Poster
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Tue 8:45
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Training shallow ReLU networks on noisy data using hinge loss: when do we overfit and is it benign?
Erin George · Michael Murray · William Swartworth · Deanna Needell
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Poster
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Wed 8:45
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From Tempered to Benign Overfitting in ReLU Neural Networks
Guy Kornowski · Gilad Yehudai · Ohad Shamir
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Workshop
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Temperature-scaled large language models for Lean proofstep prediction
Fabian Gloeckle · Baptiste Roziere · Amaury Hayat · Gabriel Synnaeve
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Tutorial
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Mon 11:45
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Reconsidering Overfitting in the Age of Overparameterized Models
Spencer Frei · Vidya Muthukumar · Fanny Yang · Arash Amini · Kamalika Chaudhuri · Daniel Hsu · Nati Srebro · Chiyuan Zhang
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