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Feature selection with gradient descent on two-layer networks in low-rotation regimes


Aug 04, 2022
Matus Telgarsky

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Convex Analysis at Infinity: An Introduction to Astral Space


May 06, 2022
Miroslav Dudík, Ziwei Ji, Robert E. Schapire, Matus Telgarsky

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Stochastic linear optimization never overfits with quadratically-bounded losses on general data


Feb 14, 2022
Matus Telgarsky

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Actor-critic is implicitly biased towards high entropy optimal policies


Oct 21, 2021
Yuzheng Hu, Ziwei Ji, Matus Telgarsky

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Fast Margin Maximization via Dual Acceleration


Jul 01, 2021
Ziwei Ji, Nathan Srebro, Matus Telgarsky

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* ICML 2021 

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Early-stopped neural networks are consistent


Jun 10, 2021
Ziwei Ji, Justin D. Li, Matus Telgarsky

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Generalization bounds via distillation


Apr 12, 2021
Daniel Hsu, Ziwei Ji, Matus Telgarsky, Lan Wang

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* To appear, ICLR 2021 

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Gradient descent follows the regularization path for general losses


Jun 19, 2020
Ziwei Ji, Miroslav Dudík, Robert E. Schapire, Matus Telgarsky

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* To appear, COLT 2020 

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Directional convergence and alignment in deep learning


Jun 11, 2020
Ziwei Ji, Matus Telgarsky

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Neural tangent kernels, transportation mappings, and universal approximation


Oct 15, 2019
Ziwei Ji, Matus Telgarsky, Ruicheng Xian

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