Latent Bandits Revisited

Latent Bandits Revisited

15 June 2020

Branislav Kveton

Craig Boutilier

Papers citing "Latent Bandits Revisited"

18 / 18 papers shown

Title
Transfer Learning in Latent Contextual Bandits with Covariate Shift Through Causal Transportability Mingwei Deng Ville Kyrki Dominik Baumann 47 0 0 27 Feb 2025
Pretraining Decision Transformers with Reward Prediction for In-Context Multi-task Structured Bandit Learning Subhojyoti Mukherjee Josiah P. Hanna Qiaomin Xie Robert Nowak 92 2 0 07 Jun 2024
Prior-Dependent Allocations for Bayesian Fixed-Budget Best-Arm Identification in Structured Bandits Nicolas Nguyen Imad Aouali András Gyorgy Claire Vernade 44 2 0 08 Feb 2024
Online learning in bandits with predicted context Yongyi Guo Ziping Xu Susan Murphy 26 4 0 26 Jul 2023
High Accuracy and Low Regret for User-Cold-Start Using Latent Bandits David Young D. Leith 16 0 0 12 May 2023
Adversarial Online Collaborative Filtering Stephen Pasteris Fabio Vitale Mark Herbster Claudio Gentile Andre' Panisson 29 0 0 11 Feb 2023
Optimal Algorithms for Latent Bandits with Cluster Structure S. Pal A. Suggala Karthikeyan Shanmugam Prateek Jain 37 9 0 17 Jan 2023
Non-stationary Bandits and Meta-Learning with a Small Set of Optimal Arms Javad Azizi T. Duong Yasin Abbasi-Yadkori András Gyorgy Claire Vernade Mohammad Ghavamzadeh 34 8 0 25 Feb 2022
Deep Hierarchy in Bandits Joey Hong Branislav Kveton S. Katariya Manzil Zaheer Mohammad Ghavamzadeh 33 20 0 03 Feb 2022
Learning Mixtures of Linear Dynamical Systems Yanxi Chen H. Vincent Poor 25 17 0 26 Jan 2022
Hierarchical Bayesian Bandits Joey Hong Branislav Kveton Manzil Zaheer Mohammad Ghavamzadeh FedML 52 38 0 12 Nov 2021
Analysis of Thompson Sampling for Partially Observable Contextual Multi-Armed Bandits Yash J. Patel Mohamad Kazem Shirani Faradonbeh 16 15 0 23 Oct 2021
Feel-Good Thompson Sampling for Contextual Bandits and Reinforcement Learning Tong Zhang 27 63 0 02 Oct 2021
Metadata-based Multi-Task Bandits with Bayesian Hierarchical Models Runzhe Wan Linjuan Ge Rui Song 38 28 0 13 Aug 2021
No Regrets for Learning the Prior in Bandits Soumya Basu Branislav Kveton Manzil Zaheer Csaba Szepesvári 46 33 0 13 Jul 2021
Meta-Thompson Sampling Branislav Kveton Mikhail Konobeev Manzil Zaheer Chih-Wei Hsu Martin Mladenov Craig Boutilier Csaba Szepesvári 50 61 0 11 Feb 2021
Non-Stationary Latent Bandits Joey Hong Branislav Kveton Manzil Zaheer Yinlam Chow Amr Ahmed Mohammad Ghavamzadeh Craig Boutilier OffRL 38 13 0 01 Dec 2020
Reinforcement Learning for Efficient and Tuning-Free Link Adaptation Vidit Saxena H. Tullberg Joakim Jaldén 21 36 0 16 Oct 2020