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12 Results
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Poster
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Thu 14:00 |
Adapting to Online Label Shift with Provable Guarantees Yong Bai · Yu-Jie Zhang · Peng Zhao · Masashi Sugiyama · Zhi-Hua Zhou |
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Poster
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Wed 9:00 |
Queue Up Your Regrets: Achieving the Dynamic Capacity Region of Multiplayer Bandits Ilai Bistritz · Nicholas Bambos |
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Poster
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Wed 14:00 |
Learn to Match with No Regret: Reinforcement Learning in Markov Matching Markets Yifei Min · Tianhao Wang · Ruitu Xu · Zhaoran Wang · Michael Jordan · Zhuoran Yang |
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Poster
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Thu 14:00 |
Contextual Dynamic Pricing with Unknown Noise: Explore-then-UCB Strategy and Improved Regrets Yiyun Luo · Will Wei Sun · Yufeng Liu |
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Poster
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Tue 14:00 |
Smoothed Online Convex Optimization Based on Discounted-Normal-Predictor Lijun Zhang · Wei Jiang · Jinfeng Yi · Tianbao Yang |
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Poster
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Wed 9:00 |
Optimal Dynamic Regret in LQR Control Dheeraj Baby · Yu-Xiang Wang |
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Poster
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Thu 9:00 |
Dynamic Learning in Large Matching Markets Anand Kalvit · Assaf Zeevi |
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Workshop
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Online Min-max Optimization: Nonconvexity, Nonstationarity, and Dynamic Regret Yu Huang · Yuan Cheng · Yingbin Liang · Longbo Huang |
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Poster
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Tue 14:00 |
Efficient Methods for Non-stationary Online Learning Peng Zhao · Yan-Feng Xie · Lijun Zhang · Zhi-Hua Zhou |
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Poster
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Thu 14:00 |
Near-Optimal Goal-Oriented Reinforcement Learning in Non-Stationary Environments Liyu Chen · Haipeng Luo |
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Poster
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Thu 9:00 |
Uncoupled Learning Dynamics with Swap Regret in Multiplayer Games Ioannis Anagnostides · Gabriele Farina · Christian Kroer · Chung-Wei Lee · Haipeng Luo · Tuomas Sandholm |
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Poster
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Tue 9:00 |
Near-Optimal No-Regret Learning Dynamics for General Convex Games Gabriele Farina · Ioannis Anagnostides · Haipeng Luo · Chung-Wei Lee · Christian Kroer · Tuomas Sandholm |