Poster
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Thu 16:30
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CoMERA: Computing- and Memory-Efficient Training via Rank-Adaptive Tensor Optimization
Zi Yang · Ziyue Liu · Samridhi Choudhary · Xinfeng Xie · Cao Gao · Siegfried Kunzmann · Zheng Zhang
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Workshop
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Adaptive Partitioning Schemes for Black-Box Optimization
Raja Sunkara · Ardhendu S Tripathy
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Poster
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Wed 11:00
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Adaptive Proximal Gradient Method for Convex Optimization
Yura Malitsky · Konstantin Mishchenko
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Workshop
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Revisiting the Initial Steps in Adaptive Gradient Descent Optimization
ABULIKEMU ABUDUWEILI · Changliu Liu
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Workshop
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Memory Efficient Adaptive Stochastic Optimization via Subset-Norm
Thien H Nguyen · Huy Nguyen
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Workshop
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Sun 11:20
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A Continuous-Time Analysis of Adaptive Optimization and Normalization
Rhys Gould · Hidenori Tanaka
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Poster
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Fri 16:30
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Adaptive Variance Reduction for Stochastic Optimization under Weaker Assumptions
Wei Jiang · Sifan Yang · Yibo Wang · Lijun Zhang
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Poster
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Achieving Near-Optimal Convergence for Distributed Minimax Optimization with Adaptive Stepsizes
Yan Huang · Xiang Li · Yipeng Shen · Niao He · Jinming Xu
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Poster
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Fri 16:30
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Adaptive and Optimal Second-order Optimistic Methods for Minimax Optimization
Ruichen Jiang · Ali Kavis · Qiujiang Jin · Sujay Sanghavi · Aryan Mokhtari
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Poster
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Wed 16:30
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Localized Adaptive Risk Control
Matteo Zecchin · Osvaldo Simeone
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Poster
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Fri 11:00
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Optimal Aggregation of Prediction Intervals under Unsupervised Domain Shift
Jiawei Ge · Debarghya Mukherjee · Jianqing Fan
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Poster
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Fri 11:00
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Meta-Reinforcement Learning with Universal Policy Adaptation: Provable Near-Optimality under All-task Optimum Comparator
Siyuan Xu · Minghui Zhu
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