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Poster
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Thu 14:00
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Recovery and Generalization in Over-Realized Dictionary Learning
Jeremias Sulam · Chong You · Zhihui Zhu
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Poster
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Wed 9:00
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A Communication-efficient Algorithm with Linear Convergence for Federated Minimax Learning
Zhenyu Sun · Ermin Wei
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Poster
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Tue 9:00
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Rate-Distortion Theoretic Bounds on Generalization Error for Distributed Learning
Milad Sefidgaran · Romain Chor · Abdellatif Zaidi
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Poster
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Tue 14:00
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Understanding the Generalization Benefit of Normalization Layers: Sharpness Reduction
Kaifeng Lyu · Zhiyuan Li · Sanjeev Arora
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Poster
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Wed 9:00
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Change-point Detection for Sparse and Dense Functional Data in General Dimensions
Carlos Misael Madrid Padilla · Daren Wang · Zifeng Zhao · Yi Yu
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Poster
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Wed 9:00
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Random Sharpness-Aware Minimization
Yong Liu · Siqi Mai · Minhao Cheng · Xiangning Chen · Cho-Jui Hsieh · Yang You
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Poster
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Wed 14:00
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Coordinate Linear Variance Reduction for Generalized Linear Programming
Chaobing Song · Cheuk Yin Lin · Stephen Wright · Jelena Diakonikolas
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Poster
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Tue 14:00
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A Reparametrization-Invariant Sharpness Measure Based on Information Geometry
Cheongjae Jang · Sungyoon Lee · Frank Park · Yung-Kyun Noh
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Poster
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Wed 9:00
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FedSR: A Simple and Effective Domain Generalization Method for Federated Learning
A. Tuan Nguyen · Philip Torr · Ser Nam Lim
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Poster
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OOD Link Prediction Generalization Capabilities of Message-Passing GNNs in Larger Test Graphs
Yangze Zhou · Gitta Kutyniok · Bruno Ribeiro
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Poster
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Wed 9:00
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Curious Exploration via Structured World Models Yields Zero-Shot Object Manipulation
Cansu Sancaktar · Sebastian Blaes · Georg Martius
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Poster
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Thu 14:00
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Rethinking Generalization in Few-Shot Classification
Markus Hiller · Rongkai Ma · Mehrtash Harandi · Tom Drummond
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