$Distributionally Robust Bayesian Optimization with $\varphi$-divergences$

Distributionally Robust Bayesian Optimization with $\varphi$ -divergences

4 March 2022

Papers citing "Distributionally Robust Bayesian Optimization with $\varphi$-divergences"

9 / 9 papers shown

Title
Decision Making under Model Misspecification: DRO with Robust Bayesian Ambiguity Sets Charita Dellaporta Patrick O'Hara Theodoros Damoulas 34 0 0 06 May 2025
High Dimensional Bayesian Optimization using Lasso Variable Selection Vu Viet Hoang Hung The Tran Sunil R. Gupta Vu Nguyen 93 0 0 02 Apr 2025
Wasserstein Distributionally Robust Bayesian Optimization with Continuous Context F. Micheli Efe C. Balta Anastasios Tsiamis John Lygeros 51 0 0 26 Mar 2025
Offline-to-online hyperparameter transfer for stochastic bandits Dravyansh Sharma Arun Sai Suggala OffRL 25 1 0 06 Jan 2025
Robust Entropy Search for Safe Efficient Bayesian Optimization D. Weichert Alexander Kister Sebastian Houben Patrick Link G. Ernis AAML 47 0 0 29 May 2024
High-dimensional Bayesian Optimization via Covariance Matrix Adaptation Strategy Lam Ngo Huong Ha Jeffrey Chan Vu-Linh Nguyen Hongyu Zhang 21 2 0 05 Feb 2024
Learning Relevant Contextual Variables Within Bayesian Optimization Julien Martinelli Ayush Bharti A. Tiihonen S. T. John Louis Filstroff Sabina J. Sloman Patrick Rinke Samuel Kaski 46 0 0 23 May 2023
Provably Efficient Online Hyperparameter Optimization with Population-Based Bandits Jack Parker-Holder Vu Nguyen Stephen J. Roberts OffRL 67 82 0 06 Feb 2020
Max-value Entropy Search for Efficient Bayesian Optimization Zi Wang Stefanie Jegelka 110 403 0 06 Mar 2017