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Poster
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M-L2O: Towards Generalizable Learning-to-Optimize by Test-Time Fast Self-Adaptation
Junjie Yang · Xuxi Chen · Tianlong Chen · Zhangyang Wang · Yingbin Liang
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Poster
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Tue 7:30
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TiAda: A Time-scale Adaptive Algorithm for Nonconvex Minimax Optimization
Xiang Li · Junchi YANG · Niao He
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Poster
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Adaptive Robust Evidential Optimization For Open Set Detection from Imbalanced Data
Hitesh Sapkota · Qi Yu
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Poster
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Tue 2:30
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Adaptive Optimization in the ∞-Width Limit
Etai Littwin · Greg Yang
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Poster
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Near-Optimal Deployment Efficiency in Reward-Free Reinforcement Learning with Linear Function Approximation
Dan Qiao · Yu-Xiang Wang
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Poster
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Deep Learning meets Nonparametric Regression: Are Weight-Decayed DNNs Locally Adaptive?
Kaiqi Zhang · Yu-Xiang Wang
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Poster
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Wed 7:30
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When to Make and Break Commitments?
Alihan Hüyük · Zhaozhi Qian · Mihaela van der Schaar
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Poster
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Win: Weight-Decay-Integrated Nesterov Acceleration for Adaptive Gradient Algorithms
Pan Zhou · Xingyu Xie · shuicheng YAN
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Poster
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Differentially Private Adaptive Optimization with Delayed Preconditioners
Tian Li · Manzil Zaheer · Ken Liu · Sashank Reddi · H. Brendan McMahan · Virginia Smith
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Poster
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Mon 7:30
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Unified Detoxifying and Debiasing in Language Generation via Inference-time Adaptive Optimization
Zonghan Yang · Xiaoyuan Yi · Peng Li · Yang Liu · Xing Xie
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Poster
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Wed 2:30
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An Adaptive Policy to Employ Sharpness-Aware Minimization
Weisen JIANG · Hansi Yang · Yu Zhang · James Kwok
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Workshop
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Unsupervised Domain Adaptation for semantic segmentation of dwellings with Unbalanced Optimal Transport
Pratichhya Sharma · Nicolas Courty · Getachew Workineh Gella · Stefan Lang
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