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Poster
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Wed 14:00
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Finding Optimal Arms in Non-stochastic Combinatorial Bandits with Semi-bandit Feedback and Finite Budget
Jasmin Brandt · Viktor Bengs · Björn Haddenhorst · Eyke Hüllermeier
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Workshop
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A Stochastic Prox-Linear Method for CVaR Minimization
Si Yi Meng · Vasileios Charisopoulos · Robert Gower
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Workshop
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Online Learning of Optimal Control Signals in Stochastic Linear Dynamical Systems
Mohamad Kazem Shirani Faradonbeh
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Poster
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Combinatorial Bandits with Linear Constraints: Beyond Knapsacks and Fairness
Qingsong Liu · Weihang Xu · Siwei Wang · Zhixuan Fang
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Poster
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Tue 14:00
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When Privacy Meets Partial Information: A Refined Analysis of Differentially Private Bandits
Achraf Azize · Debabrota Basu
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Poster
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Thu 9:00
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Thinking Outside the Ball: Optimal Learning with Gradient Descent for Generalized Linear Stochastic Convex Optimization
Idan Amir · Roi Livni · Nati Srebro
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Poster
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Wed 14:00
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A Simple and Provably Efficient Algorithm for Asynchronous Federated Contextual Linear Bandits
Jiafan He · Tianhao Wang · Yifei Min · Quanquan Gu
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Poster
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Thu 9:00
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Minimax Regret for Cascading Bandits
Daniel Vial · Sujay Sanghavi · Sanjay Shakkottai · R. Srikant
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Poster
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Tue 9:00
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Scalable Representation Learning in Linear Contextual Bandits with Constant Regret Guarantees
Andrea Tirinzoni · Matteo Papini · Ahmed Touati · Alessandro Lazaric · Matteo Pirotta
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Poster
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Thu 14:00
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The price of unfairness in linear bandits with biased feedback
Solenne Gaucher · Alexandra Carpentier · Christophe Giraud
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Poster
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Thu 14:00
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Minimax Optimal Fixed-Budget Best Arm Identification in Linear Bandits
Junwen Yang · Vincent Tan
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Poster
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Wed 9:00
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Best of Both Worlds Model Selection
Aldo Pacchiano · Christoph Dann · Claudio Gentile
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