Poster

Wed 9:00

Learning from Distributed Users in Contextual Linear Bandits Without Sharing the Context
Osama Hanna · Lin Yang · Christina Fragouli

Workshop

Sat 9:40

Generalization and Translatability in Emergent Communication via Informational Constraints
Mycal Tucker · Roger Levy · Julie A Shah · Noga Zaslavsky

Workshop

Generalization and Translatability in Emergent Communication via Informational Constraints
Mycal Tucker · Roger Levy · Julie A Shah · Noga Zaslavsky

Poster

Wed 14:00

Multi-Agent Multi-Armed Bandits with Limited Communication
Mridul Agarwal · Vaneet Aggarwal · Kamyar Azizzadenesheli

Poster

Thu 9:00

Non-monotonic Resource Utilization in the Bandits with Knapsacks Problem
Raunak Kumar · Robert Kleinberg

Poster

Thu 9:00

Collaborative Learning of Discrete Distributions under Heterogeneity and Communication Constraints
Xinmeng Huang · Donghwan Lee · Edgar Dobriban · Hamed Hassani

Poster

Thu 14:00

Communication Efficient Distributed Learning for Kernelized Contextual Bandits
Chuanhao Li · Huazheng Wang · Mengdi Wang · Hongning Wang

Poster

Tue 9:00

Communication Efficient Federated Learning for Generalized Linear Bandits
Chuanhao Li · Hongning Wang

Poster

Wed 14:00

Dynamic Pricing with Monotonicity Constraint under Unknown Parametric Demand Model
Su Jia · Andrew Li · R Ravi

Poster

Combinatorial Bandits with Linear Constraints: Beyond Knapsacks and Fairness
Qingsong Liu · Weihang Xu · Siwei Wang · Zhixuan Fang

Poster

Thu 14:00

Active Learning with Safety Constraints
Romain Camilleri · Andrew Wagenmaker · Jamie Morgenstern · Lalit Jain · Kevin Jamieson

Poster

Thu 14:00

On Kernelized Multi-Armed Bandits with Constraints
Xingyu Zhou · Bo Ji