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Cong Shen Research Group's Projects

cse_fsl icon cse_fsl

Official Implementation of CSE_FSL algorithm

fedigw icon fedigw

Official implementation of FedIGW algorithm for the paper "Harnessing the Power of Federated Learning in Federated Contextual Bandits"

fmab icon fmab

The repo for Shen Group's FMAB repo

mpmab_beacon icon mpmab_beacon

This is the official implementation for the paper "Heterogeneous Multi-player Multi-armed Bandits: Closing the Gap and Generalization" in NeurIPS 2021.

observe_then_incentivize icon observe_then_incentivize

This is the official implementation for the paper "(Almost) Free Incentivized Exploration from Decentralized Learning Agents" in NeurIPS 2021.

triple icon triple

Official implementation of TRIPLE, best arm Identification for Prompt Learning

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