Black-box Mixed-Variable Optimisation using a Surrogate Model that Satisfies Integer Constraints

8 June 2020

Papers citing "Black-box Mixed-Variable Optimisation using a Surrogate Model that Satisfies Integer Constraints"

5 / 5 papers shown

Title
Bayesian Optimisation over Multiple Continuous and Categorical Inputs Binxin Ru A. Alvi Vu Nguyen Michael A. Osborne Stephen J. Roberts 93 97 0 20 Jun 2019
BOHB: Robust and Efficient Hyperparameter Optimization at Scale Stefan Falkner Aaron Klein Frank Hutter BDL 199 1,096 0 04 Jul 2018
Bayesian Optimization of Combinatorial Structures Ricardo Baptista Matthias Poloczek 77 136 0 22 Jun 2018
Dealing with Integer-valued Variables in Bayesian Optimization with Gaussian Processes E.C. Garrido-Merchán Daniel Hernández-Lobato 87 230 0 12 Jun 2017
Hyperband: A Novel Bandit-Based Approach to Hyperparameter Optimization Lisha Li Kevin Jamieson Giulia DeSalvo Afshin Rostamizadeh Ameet Talwalkar 219 2,325 0 21 Mar 2016