Incorporating Expert Prior Knowledge into Experimental Design via Posterior Sampling

26 February 2020

Papers citing "Incorporating Expert Prior Knowledge into Experimental Design via Posterior Sampling"

7 / 7 papers shown

Title
Language-Based Bayesian Optimization Research Assistant (BORA) A. Cissé Xenophon Evangelopoulos V. Gusev Andrew I. Cooper 139 1 0 28 Jan 2025
Efficient Black-box Adversarial Attacks via Bayesian Optimization Guided by a Function Prior Shuyu Cheng Yibo Miao Yinpeng Dong Xiao Yang Xiao-Shan Gao Jun Zhu AAML 99 5 0 29 May 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 91 14 0 26 Oct 2023
Bayesian Optimization Augmented with Actively Elicited Expert Knowledge Daolang Huang Louis Filstroff P. Mikkola Runkai Zheng Samuel Kaski 59 5 0 18 Aug 2022
$π$ BO: Augmenting Acquisition Functions with User Beliefs for Bayesian Optimization Carl Hvarfner Daniel Stoll Artur L. F. Souza Marius Lindauer Frank Hutter Luigi Nardi 93 71 0 23 Apr 2022
Gaussian Process Sampling and Optimization with Approximate Upper and Lower Bounds Vu-Linh Nguyen M. Deisenroth Michael A. Osborne GP 82 3 0 22 Oct 2021
Bayesian Optimization with a Prior for the Optimum Artur L. F. Souza Luigi Nardi Leonardo B. Oliveira K. Olukotun Marius Lindauer Frank Hutter 91 8 0 25 Jun 2020