Quantum Heavy-tailed Bandits

Quantum Heavy-tailed Bandits

23 January 2023

Vaneet Aggarwal

Papers citing "Quantum Heavy-tailed Bandits"

13 / 13 papers shown

Title
Quantum Speedups in Regret Analysis of Infinite Horizon Average-Reward Markov Decision Processes Bhargav Ganguly Yang Xu Vaneet Aggarwal 61 1 0 18 Oct 2023
When Privacy Meets Partial Information: A Refined Analysis of Differentially Private Bandits Achraf Azize D. Basu 71 23 0 06 Sep 2022
Quantum Multi-Armed Bandits and Stochastic Linear Bandits Enjoy Logarithmic Regrets Zongqi Wan Zhijie Zhang Tongyang Li Jialin Zhang Xiaoming Sun 70 22 0 30 May 2022
Quantum Algorithms for Reinforcement Learning with a Generative Model Daochen Wang Aarthi Sundaram Robin Kothari Ashish Kapoor M. Rötteler 66 30 0 15 Dec 2021
Quantum Sub-Gaussian Mean Estimator Yassine Hamoudi 35 22 0 27 Aug 2021
Optimal Algorithms for Stochastic Multi-Armed Bandits with Heavy Tailed Rewards Kyungjae Lee Hongjun Yang Sungbin Lim Songhwai Oh 34 32 0 24 Oct 2020
Quantum exploration algorithms for multi-armed bandits Daochen Wang Xuchen You Tongyang Li Andrew M. Childs 76 29 0 14 Jul 2020
Nearly Optimal Regret for Stochastic Linear Bandits with Heavy-Tailed Payoffs Bo Xue Guanghui Wang Yimu Wang Lijun Zhang 23 49 0 28 Apr 2020
Quantum Bandits Balthazar Casalé G. Di Molfetta Hachem Kadri L. Ralaivola 40 26 0 15 Feb 2020
Bayesian Optimization under Heavy-tailed Payoffs Sayak Ray Chowdhury Aditya Gopalan 57 26 0 16 Sep 2019
Almost Optimal Algorithms for Linear Stochastic Bandits with Heavy-Tailed Payoffs Han Shao Xiaotian Yu Irwin King Michael R. Lyu 38 46 0 25 Oct 2018
A Multi-Armed Bandit to Smartly Select a Training Set from Big Medical Data Benjamín Gutiérrez L. Peter T. Klein Christian Wachinger 27 11 0 23 May 2017
Bandits with heavy tail Sébastien Bubeck Nicolò Cesa-Bianchi Gábor Lugosi 164 290 0 08 Sep 2012