Distributionally Robust Bayesian Quadrature Optimization

Distributionally Robust Bayesian Quadrature Optimization

19 January 2020

Thanh Tang Nguyen

Svetha Venkatesh

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Papers citing "Distributionally Robust Bayesian Quadrature Optimization"

10 / 10 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 78 12 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 98 13 0 04 Mar 2022
Bayesian Optimization for Distributionally Robust Chance-constrained Problem Yu Inatsu Shion Takeno Masayuki Karasuyama Ichiro Takeuchi 68 13 0 31 Jan 2022
Misspecified Gaussian Process Bandit Optimization Ilija Bogunovic Andreas Krause 86 45 0 09 Nov 2021
Risk-averse Heteroscedastic Bayesian Optimization A. Makarova Ilnura N. Usmanova Ilija Bogunovic Andreas Krause 84 36 0 05 Nov 2021
Robust Bandit Learning with Imperfect Context Jianyi Yang Shaolei Ren 79 8 0 09 Feb 2021
Active learning for distributionally robust level-set estimation Yu Inatsu S. Iwazaki Ichiro Takeuchi 91 15 0 08 Feb 2021
Mean-Variance Analysis in Bayesian Optimization under Uncertainty S. Iwazaki Yu Inatsu Ichiro Takeuchi 77 34 0 17 Sep 2020
Bayesian Quadrature Optimization for Probability Threshold Robustness Measure S. Iwazaki Yu Inatsu Ichiro Takeuchi TPM 72 11 0 22 Jun 2020
Distributionally Robust Bayesian Optimization Johannes Kirschner Ilija Bogunovic Stefanie Jegelka Andreas Krause 113 79 0 20 Feb 2020