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Poster
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Wed 17:00
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Convergence of First-Order Methods for Constrained Nonconvex Optimization with Dependent Data
Ahmet Alacaoglu · Hanbaek Lyu
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Poster
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Thu 16:30
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Cyclic Block Coordinate Descent With Variance Reduction for Composite Nonconvex Optimization
Xufeng Cai · Chaobing Song · Stephen Wright · Jelena Diakonikolas
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Poster
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Thu 13:30
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DIFF2: Differential Private Optimization via Gradient Differences for Nonconvex Distributed Learning
Tomoya Murata · Taiji Suzuki
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Poster
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Thu 13:30
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Beyond Lipschitz Smoothness: A Tighter Analysis for Nonconvex Optimization
Zhengmian Hu · Xidong Wu · Heng Huang
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Poster
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Tue 14:00
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Faster Gradient-Free Algorithms for Nonsmooth Nonconvex Stochastic Optimization
Lesi Chen · Jing Xu · Luo Luo
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Poster
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Wed 17:00
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Generalized-Smooth Nonconvex Optimization is As Efficient As Smooth Nonconvex Optimization
Ziyi Chen · Yi Zhou · Yingbin LIANG · Zhaosong Lu
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Affinity Workshop
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Mon 19:15
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1-Path-Norm Regularization of Deep Neural Networks
Fabian Latorre · Antoine Bonnet · Paul Rolland · Nadav Hallak · Volkan Cevher
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