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2011.01150
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Improved Max-value Entropy Search for Multi-objective Bayesian Optimization with Constraints
2 November 2020
Daniel Fernández-Sánchez
Eduardo C. Garrido-Merchán
Daniel Hernández-Lobato
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Papers citing
"Improved Max-value Entropy Search for Multi-objective Bayesian Optimization with Constraints"
18 / 18 papers shown
Local Entropy Search over Descent Sequences for Bayesian Optimization
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Information-theoretic Bayesian Optimization: Survey and Tutorial
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Unexpected Improvements to Expected Improvement for Bayesian Optimization
Neural Information Processing Systems (NeurIPS), 2023
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David Eriksson
Maximilian Balandat
E. Bakshy
481
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08 Jan 2025
Constrained Multi-objective Bayesian Optimization through Optimistic Constraints Estimation
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Fengxue Zhang
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OVD-Explorer: Optimism Should Not Be the Sole Pursuit of Exploration in Noisy Environments
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Chenjia Bai
Junjie Ye
Zhen Wang
Haiyin Piao
Yang Sun
380
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19 Dec 2023
Preference-Aware Constrained Multi-Objective Bayesian Optimization
Alaleh Ahmadianshalchi
Syrine Belakaria
J. Doppa
269
13
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23 Mar 2023
Bayesian multi-objective optimization for stochastic simulators: an extension of the Pareto Active Learning method
Bruno Barracosa
Julien Bect
H. Baraffe
J. Morin
Josselin Fournel
E. Vázquez
272
2
0
08 Jul 2022
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PF
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2
\{\text{PF}\}^2
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PF
}
2
ES: Parallel Feasible Pareto Frontier Entropy Search for Multi-Objective Bayesian Optimization
International Conference on Artificial Intelligence and Statistics (AISTATS), 2022
Jixiang Qing
Henry B. Moss
T. Dhaene
Ivo Couckuyt
266
6
0
11 Apr 2022
Output Space Entropy Search Framework for Multi-Objective Bayesian Optimization
Syrine Belakaria
Aryan Deshwal
J. Doppa
266
18
0
13 Oct 2021
Bayesian Optimization over Hybrid Spaces
International Conference on Machine Learning (ICML), 2021
Aryan Deshwal
Syrine Belakaria
J. Doppa
221
41
0
08 Jun 2021
Sequential- and Parallel- Constrained Max-value Entropy Search via Information Lower Bound
International Conference on Machine Learning (ICML), 2021
Shion Takeno
T. Tamura
Kazuki Shitara
Masayuki Karasuyama
291
27
0
19 Feb 2021
GIBBON: General-purpose Information-Based Bayesian OptimisatioN
Journal of machine learning research (JMLR), 2021
Henry B. Moss
David S. Leslie
Javier I. González
Paul Rayson
215
55
0
05 Feb 2021
Mercer Features for Efficient Combinatorial Bayesian Optimization
AAAI Conference on Artificial Intelligence (AAAI), 2020
Aryan Deshwal
Syrine Belakaria
J. Doppa
234
39
0
14 Dec 2020
An Artificial Consciousness Model and its relations with Philosophy of Mind
E.C. Garrido-Merchán
M. Molina
Francisco M. Mendoza
265
4
0
30 Nov 2020
Information-Theoretic Multi-Objective Bayesian Optimization with Continuous Approximations
Syrine Belakaria
Aryan Deshwal
J. Doppa
494
8
0
12 Sep 2020
Max-value Entropy Search for Multi-Objective Bayesian Optimization with Constraints
Neural Information Processing Systems (NeurIPS), 2020
Syrine Belakaria
Aryan Deshwal
J. Doppa
418
155
0
01 Sep 2020
FlexiBO: A Decoupled Cost-Aware Multi-Objective Optimization Approach for Deep Neural Networks
Journal of Artificial Intelligence Research (JAIR), 2020
Md Shahriar Iqbal
Jianhai Su
Lars Kotthoff
Pooyan Jamshidi
335
3
0
18 Jan 2020
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