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Poster
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Tue 14:00
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Extra-Newton: A First Approach to Noise-Adaptive Accelerated Second-Order Methods
Kimon Antonakopoulos · Ali Kavis · Volkan Cevher
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Poster
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Wed 9:00
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Unified Optimal Transport Framework for Universal Domain Adaptation
Wanxing Chang · Ye Shi · Hoang Tuan · Jingya Wang
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Workshop
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Accelerating Adaptive Federated Optimization with Local Gossip Communications
Yujia Wang · Pei Fang · Jinghui Chen
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Poster
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Thu 9:00
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A consistently adaptive trust-region method
Fadi Hamad · Oliver Hinder
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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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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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Sat 7:30
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Invited Talk: Virginia Smith - Practical Approaches for Private Adaptive Optimization
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Expo Talk Panel
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Mon 13:00
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Adapt and Optimize ML Models for Hardware-Aware AI
Di Wu
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Poster
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[Re] AdaBelief Optimizer: Adapting Stepsizes by the Belief in Observed Gradients
Anirudh Buvanesh · Madhur Panwar
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Poster
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Tue 14:00
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Diversified Recommendations for Agents with Adaptive Preferences
William Brown · Arpit Agarwal
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Poster
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Wed 9:00
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Fine-Tuning Pre-Trained Language Models Effectively by Optimizing Subnetworks Adaptively
Haojie Zhang · Ge Li · Jia Li · Zhongjin Zhang · YUQI ZHU · Zhi Jin
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Poster
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Thu 14:00
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Optimal Comparator Adaptive Online Learning with Switching Cost
Zhiyu Zhang · Ashok Cutkosky · Yannis Paschalidis
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