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43 Results
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Poster
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Wed 14:00 |
Phase diagram of Stochastic Gradient Descent in high-dimensional two-layer neural networks Rodrigo Veiga · Ludovic Stephan · Bruno Loureiro · Florent Krzakala · Lenka Zdeborová |
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Poster
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Wed 9:00 |
Risk Bounds of Multi-Pass SGD for Least Squares in the Interpolation Regime Difan Zou · Jingfeng Wu · Vladimir Braverman · Quanquan Gu · Sham Kakade |
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Poster
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Wed 9:00 |
Revisit last-iterate convergence of mSGD under milder requirement on step size ruinan Jin · Xingkang He · Lang Chen · Difei Cheng · Vijay Gupta |
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Poster
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Wed 14:00 |
Clipped Stochastic Methods for Variational Inequalities with Heavy-Tailed Noise Eduard Gorbunov · Marina Danilova · David Dobre · Pavel Dvurechenskii · Alexander Gasnikov · Gauthier Gidel |
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Poster
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Wed 14:00 |
Stochastic Multiple Target Sampling Gradient Descent Hoang Phan · Ngoc Tran · Trung Le · Toan Tran · Nhat Ho · Dinh Phung |
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Poster
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Tue 9:00 |
Stochastic Second-Order Methods Improve Best-Known Sample Complexity of SGD for Gradient-Dominated Functions Saeed Masiha · Saber Salehkaleybar · Niao He · Negar Kiyavash · Patrick Thiran |
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Poster
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Thu 9:00 |
Accelerating SGD for Highly Ill-Conditioned Huge-Scale Online Matrix Completion Jialun Zhang · Hong-Ming Chiu · Richard Y Zhang |