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23 Results
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Poster
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Tue 14:00 |
Near-Optimal Collaborative Learning in Bandits Clémence Réda · Sattar Vakili · Emilie Kaufmann |
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Poster
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Trading Off Resource Budgets For Improved Regret Bounds Thomas Orton · Damon Falck |
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Poster
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Thu 14:00 |
A Near-Optimal Best-of-Both-Worlds Algorithm for Online Learning with Feedback Graphs Chloé Rouyer · Dirk van der Hoeven · Nicolò Cesa-Bianchi · Yevgeny Seldin |
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Workshop
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"I pick you choose": Joint human-algorithm decision making in multi-armed bandits Kate Donahue · Sreenivas Gollapudi · Kostas Kollias |
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Poster
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Wed 14:00 |
Instance-optimal PAC Algorithms for Contextual Bandits Zhaoqi Li · Lillian Ratliff · houssam nassif · Kevin Jamieson · Lalit Jain |
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Poster
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Tue 14:00 |
Nearly Optimal Algorithms for Linear Contextual Bandits with Adversarial Corruptions Jiafan He · Dongruo Zhou · Tong Zhang · Quanquan Gu |
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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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Tue 9:00 |
An α-No-Regret Algorithm For Graphical Bilinear Bandits Geovani Rizk · Igor Colin · Albert Thomas · Rida Laraki · Yann Chevaleyre |
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Poster
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Wed 9:00 |
A Best-of-Both-Worlds Algorithm for Bandits with Delayed Feedback Saeed Masoudian · Julian Zimmert · Yevgeny Seldin |
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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 9:00 |
A Robust Phased Elimination Algorithm for Corruption-Tolerant Gaussian Process Bandits Ilija Bogunovic · Zihan Li · Andreas Krause · Jonathan Scarlett |
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Poster
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Tue 9:00 |
Group Meritocratic Fairness in Linear Contextual Bandits Riccardo Grazzi · Arya Akhavan · John IF Falk · Leonardo Cella · Massimiliano Pontil |