Cost-Efficient Online Decision Making: A Combinatorial Multi-Armed Bandit Approach

21 August 2023

Papers citing "Cost-Efficient Online Decision Making: A Combinatorial Multi-Armed Bandit Approach"

16 / 16 papers shown

Title
Efficient Online Decision Tree Learning with Active Feature Acquisition Arman Rahbar Ziyu Ye Yuxin Chen M. Chehreghani 48 1 0 03 May 2023
Active Learning and Bayesian Optimization: a Unified Perspective to Learn with a Goal Francesco Di Fiore Michela Nardelli L. Mainini 68 22 0 02 Mar 2023
Online Learning of Network Bottlenecks via Minimax Paths Niklas Åkerblom F. Hoseini M. Chehreghani 52 11 0 17 Sep 2021
Array Programming with NumPy Charles R. Harris K. Millman S. Walt R. Gommers Pauli Virtanen ... Tyler Reddy Warren Weckesser Hameer Abbasi C. Gohlke T. Oliphant 139 14,883 0 18 Jun 2020
Thompson Sampling for Combinatorial Network Optimization in Unknown Environments Alihan Huyuk Cem Tekin 51 16 0 07 Jul 2019
Exact sampling of determinantal point processes with sublinear time preprocessing Michal Derezinski Daniele Calandriello Michal Valko 45 55 0 31 May 2019
ROI Maximization in Stochastic Online Decision-Making Nicolò Cesa-Bianchi Tommaso Cesari Yishay Mansour Vianney Perchet 42 4 0 28 May 2019
Optimal Sparse Decision Trees Xiyang Hu Cynthia Rudin Margo Seltzer 103 174 0 29 Apr 2019
Introduction to Multi-Armed Bandits Aleksandrs Slivkins 537 1,006 0 15 Apr 2019
Thompson Sampling for Combinatorial Semi-Bandits Siwei Wang Wei Chen 46 127 0 13 Mar 2018
Context Attentive Bandits: Contextual Bandit with Restricted Context Djallel Bouneffouf Irina Rish Guillermo Cecchi Raphael Feraud 34 67 0 10 May 2017
Efficient Online Learning for Optimizing Value of Information: Theory and Application to Interactive Troubleshooting Yuxin Chen J. Renders M. Chehreghani Andreas Krause 31 13 0 16 Mar 2017
Learning to Optimize Via Posterior Sampling Daniel Russo Benjamin Van Roy 185 699 0 11 Jan 2013
Efficient Test Selection in Active Diagnosis via Entropy Approximation A. Zheng Irina Rish A. Beygelzimer 80 69 0 04 Jul 2012
Bayesian Active Learning for Classification and Preference Learning N. Houlsby Ferenc Huszár Zoubin Ghahramani M. Lengyel 110 910 0 24 Dec 2011
Near-Optimal Bayesian Active Learning with Noisy Observations Daniel Golovin Andreas Krause Debajyoti Ray 100 206 0 15 Oct 2010