Explainable Bayesian Optimization

24 January 2024

Papers citing "Explainable Bayesian Optimization"

4 / 4 papers shown

Title
Comparative Explanations: Explanation Guided Decision Making for Human-in-the-Loop Preference Selection Tanmay Chakraborty Christian Wirth Christin Seifert 21 0 0 01 Apr 2025
Explaining Bayesian Optimization by Shapley Values Facilitates Human-AI Collaboration Julian Rodemann Federico Croppi Philipp Arens Yusuf Sale J. Herbinger B. Bischl Eyke Hüllermeier Thomas Augustin Conor J. Walsh Giuseppe Casalicchio 34 7 0 07 Mar 2024
Looping in the Human Collaborative and Explainable Bayesian Optimization Masaki Adachi Brady Planden David A. Howey Michael A. Osborne Sebastian Orbell Natalia Ares Krikamol Maundet Siu Lun Chau 13 14 0 26 Oct 2023
Integrated Gradient attribution for Gaussian Processes with non-Gaussian likelihoods Sarem Seitz 16 2 0 25 May 2022