BORE: Bayesian Optimization by Density-Ratio Estimation

17 February 2021

Papers citing "BORE: Bayesian Optimization by Density-Ratio Estimation"

6 / 6 papers shown

Title
Bayesian Optimization by Kernel Regression and Density-based Exploration Tansheng Zhu Hongyu Zhou Ke Jin Xusheng Xu Qiufan Yuan Lijie Ji 57 0 0 10 Feb 2025
Variational Search Distributions Daniel M. Steinberg Rafael Oliveira Cheng Soon Ong Edwin V. Bonilla 30 0 0 10 Sep 2024
Density Ratio Estimation-based Bayesian Optimization with Semi-Supervised Learning Jungtaek Kim 21 1 0 24 May 2023
Max-value Entropy Search for Efficient Bayesian Optimization Zi Wang Stefanie Jegelka 110 401 0 06 Mar 2017
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 268 5,635 0 05 Dec 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 247 9,042 0 06 Jun 2015