Bayesian Variational Optimization for Combinatorial Spaces

3 November 2020

Papers citing "Bayesian Variational Optimization for Combinatorial Spaces"

6 / 6 papers shown

Title
Self-Referencing Embedded Strings (SELFIES): A 100% robust molecular string representation Mario Krenn Florian Hase AkshatKumar Nigam Pascal Friederich Alán Aspuru-Guzik 69 71 0 31 May 2019
Bayesian Optimization of Combinatorial Structures Ricardo Baptista Matthias Poloczek 47 136 0 22 Jun 2018
Dealing with Integer-valued Variables in Bayesian Optimization with Gaussian Processes E.C. Garrido-Merchán Daniel Hernández-Lobato 72 228 0 12 Jun 2017
Neural Combinatorial Optimization with Reinforcement Learning Irwan Bello Hieu H. Pham Quoc V. Le Mohammad Norouzi Samy Bengio 89 1,472 0 29 Nov 2016
Automatic chemical design using a data-driven continuous representation of molecules Rafael Gómez-Bombarelli Jennifer N. Wei David Duvenaud José Miguel Hernández-Lobato Benjamín Sánchez-Lengeling Dennis Sheberla J. Aguilera-Iparraguirre Timothy D. Hirzel Ryan P. Adams Alán Aspuru-Guzik 3DV 103 2,911 0 07 Oct 2016
Practical Bayesian Optimization of Machine Learning Algorithms Jasper Snoek Hugo Larochelle Ryan P. Adams 210 7,883 0 13 Jun 2012