BORA: Bayesian Optimization for Resource Allocation

12 October 2022

Papers citing "BORA: Bayesian Optimization for Resource Allocation"

11 / 11 papers shown

Title
Finding Optimal Arms in Non-stochastic Combinatorial Bandits with Semi-bandit Feedback and Finite Budget Jasmin Brandt Viktor Bengs Björn Haddenhorst Eyke Hüllermeier 79 6 0 09 Feb 2022
Resource Allocation in Multi-armed Bandit Exploration: Overcoming Sublinear Scaling with Adaptive Parallelism Brijen Thananjeyan Kirthevasan Kandasamy Ion Stoica Michael I. Jordan Ken Goldberg Joseph E. Gonzalez 14 7 0 31 Oct 2020
Randomised Gaussian Process Upper Confidence Bound for Bayesian Optimisation Julian Berk Sunil R. Gupta Santu Rana Svetha Venkatesh 57 36 0 08 Jun 2020
Combinatorial Semi-Bandit in the Non-Stationary Environment Wei Chen Liwei Wang Haoyu Zhao Kai Zheng 83 18 0 10 Feb 2020
Censored Semi-Bandits: A Framework for Resource Allocation with Censored Feedback Arun Verma M. Hanawal A. Rajkumar Raman Sankaran 40 16 0 04 Sep 2019
A Better Resource Allocation Algorithm with Semi-Bandit Feedback Y. Dagan K. Crammer 51 13 0 28 Mar 2018
Thompson Sampling for Combinatorial Semi-Bandits Siwei Wang Wei Chen 64 130 0 13 Mar 2018
Efficient Learning in Large-Scale Combinatorial Semi-Bandits Zheng Wen Branislav Kveton Azin Ashkan OffRL 229 96 0 28 Jun 2014
Bayesian Optimization with Unknown Constraints M. Gelbart Jasper Snoek Ryan P. Adams 98 450 0 22 Mar 2014
An efficient algorithm for learning with semi-bandit feedback Gergely Neu Gábor Bartók 141 80 0 13 May 2013
Gaussian Process Optimization in the Bandit Setting: No Regret and Experimental Design Niranjan Srinivas Andreas Krause Sham Kakade Matthias Seeger 181 1,626 0 21 Dec 2009