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Poster
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Wed 16:30
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Towards Efficient and Optimal Covariance-Adaptive Algorithms for Combinatorial Semi-Bandits
Julien Zhou · Pierre Gaillard · Thibaud Rahier · Houssam Zenati · Julyan Arbel
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Poster
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Thu 16:30
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Bandit-Feedback Online Multiclass Classification: Variants and Tradeoffs
Yuval Filmus · Steve Hanneke · Idan Mehalel · Shay Moran
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Workshop
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Gaussian Randomized Exploration for Semi-bandits with Sleeping Arms
Zhiming Huang · Bingshan Hu · jianping pan
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Poster
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Wed 16:30
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Causal Bandits for Linear Structural Equation Models
Burak Varici · Karthikeyan Shanmugam · Prasanna Sattigeri · Ali Tajer
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Poster
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Wed 11:00
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No-Regret M♮-Concave Function Maximization: Stochastic Bandit Algorithms and NP-Hardness of Adversarial Full-Information Setting
Taihei Oki · Shinsaku Sakaue
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Poster
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Wed 16:30
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Almost Minimax Optimal Best Arm Identification in Piecewise Stationary Linear Bandits
Yunlong Hou · Vincent Tan · Zixin Zhong
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Poster
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Wed 16:30
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Piecewise-Stationary Bandits with Knapsacks
Xilin Zhang · Wang Chi Cheung
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Poster
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Fri 11:00
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Almost Free: Self-concordance in Natural Exponential Families and an Application to Bandits
Shuai Liu · Alex Ayoub · Flore Sentenac · Xiaoqi Tan · Csaba Szepesvari
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Poster
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Thu 16:30
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Uniform Last-Iterate Guarantee for Bandits and Reinforcement Learning
Junyan Liu · Yunfan Li · Ruosong Wang · Lin Yang
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Poster
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Wed 11:00
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A Decision-Language Model (DLM) for Dynamic Restless Multi-Armed Bandit Tasks in Public Health
Nikhil Behari · Edwin Zhang · YUNFAN ZHAO · Aparna Taneja · Dheeraj Nagaraj · Milind Tambe
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Poster
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Wed 16:30
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An Adaptive Approach for Infinitely Many-armed Bandits under Generalized Rotting Constraints
Jung-hun Kim · Milan Vojnovic · Se-Young Yun
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Poster
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Thu 16:30
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Improved Regret for Bandit Convex Optimization with Delayed Feedback
Yuanyu Wan · Chang Yao · Mingli Song · Lijun Zhang
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