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106 Results
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Poster
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Wed 14:00 |
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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Poster
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Tue 14:00 |
Incentivizing Combinatorial Bandit Exploration Xinyan Hu · Dung Ngo · Aleksandrs Slivkins · Steven Wu |
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Poster
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Thu 14:00 |
Batch-Size Independent Regret Bounds for Combinatorial Semi-Bandits with Probabilistically Triggered Arms or Independent Arms Xutong Liu · Jinhang Zuo · Siwei Wang · Carlee Joe-Wong · John C.S. Lui · Wei Chen |
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Poster
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When Combinatorial Thompson Sampling meets Approximation Regret Pierre Perrault |
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Poster
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Thu 9:00 |
Effective Dimension in Bandit Problems under Censorship Gauthier Guinet · Saurabh Amin · Patrick Jaillet |
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Poster
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Wed 14:00 |
Multi-Agent Multi-Armed Bandits with Limited Communication Mridul Agarwal · Vaneet Aggarwal · Kamyar Azizzadenesheli |
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Poster
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Wed 14:00 |
An Analysis of Ensemble Sampling Chao Qin · Zheng Wen · Xiuyuan Lu · Benjamin Van Roy |
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Poster
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Wed 14:00 |
Graph Neural Network Bandits Parnian Kassraie · Andreas Krause · Ilija Bogunovic |
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Poster
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Wed 9:00 |
Best of Both Worlds Model Selection Aldo Pacchiano · Christoph Dann · Claudio Gentile |
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Poster
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Tue 9:00 |
Expected Improvement for Contextual Bandits Hung Tran-The · Sunil Gupta · Santu Rana · Tuan Truong · Long Tran-Thanh · Svetha Venkatesh |
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Poster
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Tue 9:00 |
Communication Efficient Federated Learning for Generalized Linear Bandits Chuanhao Li · Hongning Wang |
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Poster
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Tue 9:00 |
A Robust Phased Elimination Algorithm for Corruption-Tolerant Gaussian Process Bandits Ilija Bogunovic · Zihan Li · Andreas Krause · Jonathan Scarlett |