Poster
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Wed 11:00
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Improved learning rates in multi-unit uniform price auctions
Marius Potfer · Dorian Baudry · Hugo Richard · Vianney Perchet · Cheng Wan
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Poster
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Thu 11:00
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Beyond Primal-Dual Methods in Bandits with Stochastic and Adversarial Constraints
Martino Bernasconi · Matteo Castiglioni · Andrea Celli · Federico Fusco
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Workshop
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Adaptive Transductive Inference via Sequential Experimental Design with Contextual Retention
Tareq Si Salem
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Poster
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Thu 16:30
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Universal Online Convex Optimization with 1 Projection per Round
Wenhao Yang · Yibo Wang · Peng Zhao · Lijun Zhang
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Poster
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Wed 16:30
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Online Estimation via Offline Estimation: An Information-Theoretic Framework
Dylan J Foster · Yanjun Han · Jian Qian · Alexander Rakhlin
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Poster
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Wed 16:30
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Forgetting, Ignorance or Myopia: Revisiting Key Challenges in Online Continual Learning
Wang Xinrui · Chuanxing Geng · Wenhai Wan · Shao-Yuan Li · Songcan Chen
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Poster
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Wed 11:00
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On the Minimax Regret for Contextual Linear Bandits and Multi-Armed Bandits with Expert Advice
Shinji Ito
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Poster
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Wed 16:30
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Online Composite Optimization Between Stochastic and Adversarial Environments
Yibo Wang · SIJIA CHEN · Wei Jiang · Wenhao Yang · Yuanyu Wan · Lijun Zhang
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Poster
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Fri 11:00
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Sequential Probability Assignment with Contexts: Minimax Regret, Contextual Shtarkov Sums, and Contextual Normalized Maximum Likelihood
Ziyi Liu · Idan Attias · Dan Roy
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Poster
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Wed 11:00
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F-OAL: Forward-only Online Analytic Learning with Fast Training and Low Memory Footprint in Class Incremental Learning
HUIPING ZHUANG · Yuchen Liu · Run He · Kai Tong · Ziqian Zeng · Cen Chen · Yi Wang · Lap-Pui Chau
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Poster
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Thu 11:00
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Reawakening knowledge: Anticipatory recovery from catastrophic interference via structured training
Yanlai Yang · Matt Jones · Michael Mozer · Mengye Ren
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Workshop
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SAC-GLAM: Improving Online RL for LLM agents with Soft Actor-Critic and Hindsight Relabeling
Loris Gaven · Thomas Carta · Clément ROMAC · Olivier Sigaud · Sylvain Lamprier · Pierre-Yves Oudeyer
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