Metadata-based Multi-Task Bandits with Bayesian Hierarchical Models

13 August 2021

Papers citing "Metadata-based Multi-Task Bandits with Bayesian Hierarchical Models"

21 / 21 papers shown

Title
Multi-Task Combinatorial Bandits for Budget Allocation Lin Ge Yang Xu Jianing Chu David Cramer Fuhong Li Kelly Paulson Rui Song 30 0 0 31 Aug 2024
Meta Clustering of Neural Bandits Yikun Ban Yunzhe Qi Tianxin Wei Lihui Liu Jingrui He 42 2 0 10 Aug 2024
reBandit: Random Effects based Online RL algorithm for Reducing Cannabis Use Susobhan Ghosh Yongyi Guo Pei-Yao Hung Lara N. Coughlin Erin Bonar Inbal Nahum-Shani Maureen A. Walton Susan Murphy 41 4 0 27 Feb 2024
Diffusion Models Meet Contextual Bandits with Large Action Spaces Imad Aouali DiffM 27 4 0 15 Feb 2024
Zero-Inflated Bandits Haoyu Wei Runzhe Wan Lei Shi Rui Song 42 0 0 25 Dec 2023
Effect Size Estimation for Duration Recommendation in Online Experiments: Leveraging Hierarchical Models and Objective Utility Approaches Yu Liu Runzhe Wan James McQueen Doug Hains Jinxiang Gu Rui Song 20 0 0 20 Dec 2023
Online Clustering of Bandits with Misspecified User Models Zhiyong Wang Jize Xie Xutong Liu Shuai Li J. C. Lui 47 10 0 04 Oct 2023
Concurrent Constrained Optimization of Unknown Rewards for Multi-Robot Task Allocation Sukriti Singh Anusha Srikanthan Vivek Mallampati Harish Ravichandar 21 3 0 24 May 2023
Only Pay for What Is Uncertain: Variance-Adaptive Thompson Sampling Aadirupa Saha B. Kveton 36 1 0 16 Mar 2023
Multiplier Bootstrap-based Exploration Runzhe Wan Haoyu Wei B. Kveton R. Song 16 2 0 03 Feb 2023
Multi-Task Off-Policy Learning from Bandit Feedback Joey Hong B. Kveton S. Katariya Manzil Zaheer Mohammad Ghavamzadeh OffRL 30 10 0 09 Dec 2022
Robust Contextual Linear Bandits Rong Zhu B. Kveton 22 3 0 26 Oct 2022
Hierarchical Conversational Preference Elicitation with Bandit Feedback Jinhang Zuo Songwen Hu Tong Yu Shuai Li Handong Zhao Carlee Joe-Wong 34 10 0 06 Sep 2022
Thompson Sampling for Robust Transfer in Multi-Task Bandits Zhi Wang Chicheng Zhang Kamalika Chaudhuri AAML 39 5 0 17 Jun 2022
Mixed-Effect Thompson Sampling Imad Aouali B. Kveton S. Katariya OffRL 45 11 0 30 May 2022
Safe Exploration for Efficient Policy Evaluation and Comparison Runzhe Wan B. Kveton Rui Song OffRL 23 10 0 26 Feb 2022
Towards Scalable and Robust Structured Bandits: A Meta-Learning Framework Runzhe Wan Linjuan Ge Rui Song 18 13 0 26 Feb 2022
Meta-Learning for Simple Regret Minimization Javad Azizi B. Kveton Mohammad Ghavamzadeh S. Katariya 22 10 0 25 Feb 2022
Deep Hierarchy in Bandits Joey Hong B. Kveton S. Katariya Manzil Zaheer Mohammad Ghavamzadeh 30 20 0 03 Feb 2022
Hierarchical Bayesian Bandits Joey Hong B. Kveton Manzil Zaheer Mohammad Ghavamzadeh FedML 47 37 0 12 Nov 2021
Metalearning Linear Bandits by Prior Update Amit Peleg Naama Pearl Ron Meir 32 18 0 12 Jul 2021