An efficient algorithm for contextual bandits with knapsacks, and an extension to concave objectives

10 June 2015

Papers citing "An efficient algorithm for contextual bandits with knapsacks, and an extension to concave objectives"

17 / 17 papers shown

Title
$α$ -Fair Contextual Bandits Siddhant Chaudhary Abhishek Sinha FaML 42 0 0 22 Oct 2023
Bandits with Replenishable Knapsacks: the Best of both Worlds Martino Bernasconi Matteo Castiglioni A. Celli Federico Fusco 41 4 0 14 Jun 2023
No-regret Algorithms for Fair Resource Allocation Abhishek Sinha Ativ Joshi Rajarshi Bhattacharjee Cameron Musco Mohammad Hajiesmaili FaML 43 5 0 11 Mar 2023
Optimal Contextual Bandits with Knapsacks under Realizability via Regression Oracles Yuxuan Han Jialin Zeng Yang Wang Yangzhen Xiang Jiheng Zhang 59 9 0 21 Oct 2022
Safe Linear Bandits over Unknown Polytopes Aditya Gangrade Tianrui Chen Venkatesh Saligrama 40 6 0 27 Sep 2022
Contextual Bandits with Knapsacks for a Conversion Model Zerui Li Gilles Stoltz 68 3 0 01 Jun 2022
No-regret Learning in Repeated First-Price Auctions with Budget Constraints Rui Ai Chang Wang Chenchen Li Jinshan Zhang Wenhan Huang Xiaotie Deng 35 10 0 29 May 2022
The Symmetry between Arms and Knapsacks: A Primal-Dual Approach for Bandits with Knapsacks Xiaocheng Li Chunlin Sun Yinyu Ye 24 21 0 12 Feb 2021
The Best of Many Worlds: Dual Mirror Descent for Online Allocation Problems S. Balseiro Haihao Lu Vahab Mirrokni 29 101 0 18 Nov 2020
Online Learning with Vector Costs and Bandits with Knapsacks Thomas Kesselheim Sahil Singla 17 32 0 14 Oct 2020
Contextual Blocking Bandits Soumya Basu Orestis Papadigenopoulos Constantine Caramanis Sanjay Shakkottai 35 20 0 06 Mar 2020
Inventory Balancing with Online Learning Wang Chi Cheung Will Ma D. Simchi-Levi Xinshang Wang 24 16 0 11 Oct 2018
Multi-level Feedback Web Links Selection Problem: Learning and Optimization Kechao Cai Kun Chen Longbo Huang John C. S. Lui 18 3 0 08 Sep 2017
Combinatorial Semi-Bandits with Knapsacks Karthik Abinav Sankararaman Aleksandrs Slivkins 33 48 0 23 May 2017
Fast Rates for Bandit Optimization with Upper-Confidence Frank-Wolfe Quentin Berthet Vianney Perchet 38 31 0 22 Feb 2017
Linear Contextual Bandits with Knapsacks Shipra Agrawal Nikhil R. Devanur 49 142 0 24 Jul 2015
Resourceful Contextual Bandits Ashwinkumar Badanidiyuru John Langford Aleksandrs Slivkins 45 117 0 27 Feb 2014