Incorporating Expert Prior in Bayesian Optimisation via Space Warping

Incorporating Expert Prior in Bayesian Optimisation via Space Warping

Knowledge-Based Systems (KBS), 2020

27 March 2020

Anil Ramachandran

Svetha Venkatesh

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Papers citing "Incorporating Expert Prior in Bayesian Optimisation via Space Warping"

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Title
Multi-objective Hyperparameter Optimization in the Age of Deep Learning Soham Basu Frank Hutter Danny Stoll 0 0 0 11 Nov 2025
Counterfactual Credit Guided Bayesian Optimization Qiyu Wei Haowei Wang Richard Allmendinger Mauricio A Álvarez 64 0 0 06 Oct 2025
Hyperparameter Optimization via Interacting with Probabilistic Circuits Jonas Seng Fabrizio G. Ventola Zhongjie Yu Kristian Kersting TPM 192 1 0 23 May 2025
Language-Based Bayesian Optimization Research Assistant (BORA)International Joint Conference on Artificial Intelligence (IJCAI), 2025 A. Cissé Xenophon Evangelopoulos V. Gusev Andrew I. Cooper 209 4 0 27 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 151 6 0 29 May 2024
Looping in the Human Collaborative and Explainable Bayesian OptimizationInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2023 Masaki Adachi Brady Planden David A. Howey Michael A. Osborne Sebastian Orbell Natalia Ares Krikamol Maundet Siu Lun Chau 241 21 0 26 Oct 2023
HypBO: Accelerating Black-Box Scientific Experiments Using Experts' HypothesesInternational Joint Conference on Artificial Intelligence (IJCAI), 2023 A. Cissé Xenophon Evangelopoulos Sam Carruthers V. Gusev Andrew I. Cooper 133 5 0 22 Aug 2023
PFNs4BO: In-Context Learning for Bayesian OptimizationInternational Conference on Machine Learning (ICML), 2023 Samuel G. Müller Matthias Feurer Noah Hollmann Katharina Eggensperger 249 58 0 27 May 2023
Bayesian Optimization Augmented with Actively Elicited Expert Knowledge Daolang Huang Louis Filstroff P. Mikkola Runkai Zheng Samuel Kaski 114 6 0 18 Aug 2022
Bayesian Optimization with Informative Covariance Afonso Eduardo Michael U. Gutmann 154 4 0 04 Aug 2022
$π$ BO: Augmenting Acquisition Functions with User Beliefs for Bayesian OptimizationInternational Conference on Learning Representations (ICLR), 2022 Carl Hvarfner Daniel Stoll Artur L. F. Souza Marius Lindauer Katharina Eggensperger Luigi Nardi 162 84 0 23 Apr 2022
Bayesian Optimization with a Prior for the Optimum Artur L. F. Souza Luigi Nardi Leonardo B. Oliveira K. Olukotun Marius Lindauer Katharina Eggensperger 180 10 0 25 Jun 2020