Bayesian Optimization with Conformal Prediction Sets

22 October 2022

Papers citing "Bayesian Optimization with Conformal Prediction Sets"

8 / 8 papers shown

Title
WATCH: Adaptive Monitoring for AI Deployments via Weighted-Conformal Martingales Drew Prinster Xing Han Anqi Liu S. Saria 30 0 0 07 May 2025
Aerial Image Classification in Scarce and Unconstrained Environments via Conformal Prediction Farhad Pourkamali-Anaraki 36 0 0 24 Apr 2025
Conformalized Interval Arithmetic with Symmetric Calibration Rui Luo Zhixin Zhou 69 4 0 03 Jan 2025
Second-Order Uncertainty Quantification: Variance-Based Measures Yusuf Sale Paul Hofman Lisa Wimmer Eyke Hüllermeier Thomas Nagler PER UQCV UD 29 8 0 30 Dec 2023
On the Out-of-Distribution Coverage of Combining Split Conformal Prediction and Bayesian Deep Learning Paul Scemama Ariel Kapusta 40 0 0 21 Nov 2023
Is novelty predictable? Clara Fannjiang Jennifer Listgarten AI4CE 17 14 0 01 Jun 2023
Online Calibrated and Conformal Prediction Improves Bayesian Optimization Shachi Deshpande Charles Marx Volodymyr Kuleshov 13 7 0 08 Dec 2021
Misspecified Gaussian Process Bandit Optimization Ilija Bogunovic Andreas Krause 53 41 0 09 Nov 2021