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Clustering-based Meta Bayesian Optimization with Theoretical Guarantee

8 March 2025
Khoa Nguyen
Viet Huynh
Binh Tran
Tri Pham
Tin Huynh
T. Nguyen
ArXiv (abs)PDFHTML

Papers citing "Clustering-based Meta Bayesian Optimization with Theoretical Guarantee"

4 / 4 papers shown
Title
On Provably Robust Meta-Bayesian Optimization
On Provably Robust Meta-Bayesian Optimization
Zhongxiang Dai
Yizhou Chen
Haibin Yu
K. H. Low
Patrick Jaillet
AAML
65
10
0
14 Jun 2022
Pre-trained Gaussian processes for Bayesian optimization
Pre-trained Gaussian processes for Bayesian optimization
Zehao Wang
George E. Dahl
Kevin Swersky
Chansoo Lee
Zachary Nado
Justin Gilmer
Jasper Snoek
Zoubin Ghahramani
116
46
0
16 Sep 2021
Regret bounds for meta Bayesian optimization with an unknown Gaussian
  process prior
Regret bounds for meta Bayesian optimization with an unknown Gaussian process prior
Zi Wang
Beomjoon Kim
L. Kaelbling
64
54
0
23 Nov 2018
Practical Bayesian Optimization of Machine Learning Algorithms
Practical Bayesian Optimization of Machine Learning Algorithms
Jasper Snoek
Hugo Larochelle
Ryan P. Adams
379
7,965
0
13 Jun 2012
1