Efficient Learning in Large-Scale Combinatorial Semi-Bandits

Efficient Learning in Large-Scale Combinatorial Semi-Bandits

28 June 2014

Papers citing "Efficient Learning in Large-Scale Combinatorial Semi-Bandits"

19 / 19 papers shown

Title
Matroid Semi-Bandits in Sublinear Time Ruo-Chun Tzeng Naoto Ohsaka Kaito Ariu 22 0 0 28 May 2024
Distributional Off-Policy Evaluation for Slate Recommendations Shreyas Chaudhari David Arbour Georgios Theocharous N. Vlassis OffRL 44 0 0 27 Aug 2023
Multiplier Bootstrap-based Exploration Runzhe Wan Haoyu Wei B. Kveton R. Song 16 3 0 03 Feb 2023
An Analysis of Ensemble Sampling Chao Qin Zheng Wen Xiuyuan Lu Benjamin Van Roy 32 21 0 02 Mar 2022
Towards Scalable and Robust Structured Bandits: A Meta-Learning Framework Runzhe Wan Linjuan Ge Rui Song 18 13 0 26 Feb 2022
Online Learning of Energy Consumption for Navigation of Electric Vehicles Niklas Åkerblom Yuxin Chen M. Chehreghani 28 12 0 03 Nov 2021
No Regrets for Learning the Prior in Bandits Soumya Basu B. Kveton Manzil Zaheer Csaba Szepesvári 41 33 0 13 Jul 2021
Restless-UCB, an Efficient and Low-complexity Algorithm for Online Restless Bandits Siwei Wang Longbo Huang John C. S. Lui OffRL 26 38 0 05 Nov 2020
Correlation Robust Influence Maximization Louis L. Chen Divya Padmanabhan Chee Chin Lim K. Natarajan 18 2 0 24 Oct 2020
Robust Influence Maximization for Hyperparametric Models Dimitris Kalimeris Gal Kaplun Yaron Singer 24 16 0 09 Mar 2019
Offline Evaluation of Ranking Policies with Click Models Shuai Li Yasin Abbasi-Yadkori B. Kveton S. Muthukrishnan Vishwa Vinay Zheng Wen CML OffRL 10 65 0 27 Apr 2018
Thompson Sampling for Combinatorial Semi-Bandits Siwei Wang Wei Chen 13 125 0 13 Mar 2018
Minimal Exploration in Structured Stochastic Bandits Richard Combes Stefan Magureanu Alexandre Proutière 31 115 0 01 Nov 2017
Combinatorial Semi-Bandits with Knapsacks Karthik Abinav Sankararaman Aleksandrs Slivkins 30 48 0 23 May 2017
Horde of Bandits using Gaussian Markov Random Fields Sharan Vaswani Mark W. Schmidt L. Lakshmanan 21 14 0 07 Mar 2017
Online Learning to Rank with Top-k Feedback Sougata Chaudhuri Ambuj Tewari 18 13 0 23 Aug 2016
DCM Bandits: Learning to Rank with Multiple Clicks S. Katariya B. Kveton Csaba Szepesvári Zheng Wen 24 96 0 09 Feb 2016
Combinatorial Cascading Bandits B. Kveton Zheng Wen Azin Ashkan Csaba Szepesvári 26 110 0 15 Jul 2015
Matroid Bandits: Fast Combinatorial Optimization with Learning B. Kveton Zheng Wen Azin Ashkan Hoda Eydgahi Brian Eriksson 46 119 0 20 Mar 2014