Distributionally Robust Bayesian Quadrature Optimization

Distributionally Robust Bayesian Quadrature Optimization

19 January 2020

Thanh Tang Nguyen

Svetha Venkatesh

Papers citing "Distributionally Robust Bayesian Quadrature Optimization"

7 / 7 papers shown

Title
Distributionally Robust Model-based Reinforcement Learning with Large State Spaces Shyam Sundhar Ramesh Pier Giuseppe Sessa Yifan Hu Andreas Krause Ilija Bogunovic OOD 44 10 0 05 Sep 2023
$Distributionally Robust Bayesian Optimization with $\varphi$-divergences$ Distributionally Robust Bayesian Optimization with $\varphi$ -divergences Hisham Husain Vu-Linh Nguyen Anton Van Den Hengel 40 13 0 04 Mar 2022
Bayesian Optimization for Distributionally Robust Chance-constrained Problem Yu Inatsu Shion Takeno Masayuki Karasuyama Ichiro Takeuchi 28 13 0 31 Jan 2022
Misspecified Gaussian Process Bandit Optimization Ilija Bogunovic Andreas Krause 57 43 0 09 Nov 2021
Risk-averse Heteroscedastic Bayesian Optimization A. Makarova Ilnura N. Usmanova Ilija Bogunovic Andreas Krause 22 35 0 05 Nov 2021
Mean-Variance Analysis in Bayesian Optimization under Uncertainty S. Iwazaki Yu Inatsu Ichiro Takeuchi 34 33 0 17 Sep 2020
Distributionally Robust Bayesian Optimization Johannes Kirschner Ilija Bogunovic Stefanie Jegelka Andreas Krause 38 77 0 20 Feb 2020