Bayesian Optimization with Formal Safety Guarantees via Online Conformal Prediction

30 June 2023

Sangwoo Park

Osvaldo Simeone

Papers citing "Bayesian Optimization with Formal Safety Guarantees via Online Conformal Prediction"

4 / 4 papers shown

Title
Bayesian Optimization with Conformal Prediction Sets Samuel Stanton Wesley J. Maddox A. Wilson 33 24 0 22 Oct 2022
Meta-Learning Priors for Safe Bayesian Optimization Jonas Rothfuss Christopher Koenig Alisa Rupenyan Andreas Krause 33 29 0 03 Oct 2022
Conformal Prediction is Robust to Dispersive Label Noise Shai Feldman Bat-Sheva Einbinder Stephen Bates Anastasios Nikolas Angelopoulos Asaf Gendler Yaniv Romano 71 8 0 28 Sep 2022
Achieving Risk Control in Online Learning Settings Shai Feldman Liran Ringel Stephen Bates Yaniv Romano 75 28 0 18 May 2022