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Poster
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Tue 14:00
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Frank-Wolfe-based Algorithms for Approximating Tyler's M-estimator
Lior Danon · Dan Garber
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Poster
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Thu 9:00
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Nest Your Adaptive Algorithm for Parameter-Agnostic Nonconvex Minimax Optimization
Junchi YANG · Xiang Li · Niao He
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Poster
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Wed 9:00
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Gradient-Free Methods for Deterministic and Stochastic Nonsmooth Nonconvex Optimization
Tianyi Lin · Zeyu Zheng · Michael Jordan
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Workshop
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Uniform Convergence and Generalization for Nonconvex Stochastic Minimax Problems
Siqi Zhang · Yifan Hu · Liang Zhang · Niao He
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Workshop
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Online Min-max Optimization: Nonconvexity, Nonstationarity, and Dynamic Regret
Yu Huang · Yuan Cheng · Yingbin Liang · Longbo Huang
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Workshop
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Adaptive Methods for Nonconvex Continual Learning
Seungyub Han · Yeongmo Kim · Taehyun Cho · Jungwoo Lee
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Workshop
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TiAda: A Time-scale Adaptive Algorithm For Nonconvex Minimax Optimization
Xiang Li · Junchi YANG · Niao He
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Workshop
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Fri 7:15
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Tensor Methods for Nonconvex Optimization.
Coralia Cartis
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Workshop
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Fri 8:30
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Quartic Polynomial Sub-problem Solutions in Tensor Methods for Nonconvex Optimization
Wenqi Zhu
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Workshop
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Sat 9:30
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Niao He, Simple Fixes for Adaptive Gradient Methods for Nonconvex Min-Max Optimization
Niao He
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Workshop
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Quartic Polynomial Sub-problem Solutions in Tensor Methods for Nonconvex Optimization
Wenqi Zhu · Coralia Cartis
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Workshop
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Reducing Communication in Nonconvex Federated Learning with a Novel Single-Loop Variance Reduction Method
Kazusato Oko · Shunta Akiyama · Tomoya Murata · Taiji Suzuki
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