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Poster
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Wed 9:00
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Learning from Distributed Users in Contextual Linear Bandits Without Sharing the Context
Osama Hanna · Lin Yang · Christina Fragouli
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Poster
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Wed 14:00
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Multi-Agent Multi-Armed Bandits with Limited Communication
Mridul Agarwal · Vaneet Aggarwal · Kamyar Azizzadenesheli
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Workshop
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Sat 9:40
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Generalization and Translatability in Emergent Communication via Informational Constraints
Mycal Tucker · Roger Levy · Julie A Shah · Noga Zaslavsky
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Workshop
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Generalization and Translatability in Emergent Communication via Informational Constraints
Mycal Tucker · Roger Levy · Julie A Shah · Noga Zaslavsky
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Poster
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Thu 9:00
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Collaborative Learning of Discrete Distributions under Heterogeneity and Communication Constraints
Xinmeng Huang · Donghwan Lee · Edgar Dobriban · Hamed Hassani
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Poster
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Thu 9:00
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Non-monotonic Resource Utilization in the Bandits with Knapsacks Problem
Raunak Kumar · Robert Kleinberg
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Poster
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Tue 9:00
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Communication Efficient Federated Learning for Generalized Linear Bandits
Chuanhao Li · Hongning Wang
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Poster
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Thu 14:00
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Communication Efficient Distributed Learning for Kernelized Contextual Bandits
Chuanhao Li · Huazheng Wang · Mengdi Wang · Hongning Wang
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Poster
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Wed 14:00
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Dynamic Pricing with Monotonicity Constraint under Unknown Parametric Demand Model
Su Jia · Andrew Li · R Ravi
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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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Thu 14:00
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Active Learning with Safety Constraints
Romain Camilleri · Andrew Wagenmaker · Jamie Morgenstern · Lalit Jain · Kevin Jamieson
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Poster
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Thu 14:00
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On Kernelized Multi-Armed Bandits with Constraints
Xingyu Zhou · Bo Ji
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