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Poster
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Thu 8:45
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One Fits All: Power General Time Series Analysis by Pretrained LM
Tian Zhou · Peisong Niu · xue wang · Liang Sun · Rong Jin
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Poster
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Tue 8:45
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Anonymous Learning via Look-Alike Clustering: A Precise Analysis of Model Generalization
Adel Javanmard · Vahab Mirrokni
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Workshop
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Transformers as Multi-Task Feature Selectors: Generalization Analysis of In-Context Learning
Hongkang Li · Meng Wang · Songtao Lu · Hui Wan · Xiaodong Cui · Pin-Yu Chen
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Poster
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Wed 15:00
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A Unified Generalization Analysis of Re-Weighting and Logit-Adjustment for Imbalanced Learning
Zitai Wang · Qianqian Xu · Zhiyong Yang · Yuan He · Xiaochun Cao · Qingming Huang
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Poster
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Thu 8:45
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Sharp Bounds for Generalized Causal Sensitivity Analysis
Dennis Frauen · Valentyn Melnychuk · Stefan Feuerriegel
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Workshop
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What Improves the Generalization of Graph Transformer? A Theoretical Dive into Self-attention and Positional Encoding
Hongkang Li · Meng Wang · Tengfei Ma · Sijia Liu · ZAIXI ZHANG · Pin-Yu Chen
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Poster
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Wed 8:45
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On the Generalization Error of Stochastic Mirror Descent for Quadratically-Bounded Losses: an Improved Analysis
Ta Duy Nguyen · Alina Ene · Huy Nguyen
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