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2004.00601
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Parallel Predictive Entropy Search for Multi-objective Bayesian Optimization with Constraints
1 April 2020
E.C. Garrido-Merchán
Daniel Hernández-Lobato
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Papers citing
"Parallel Predictive Entropy Search for Multi-objective Bayesian Optimization with Constraints"
12 / 12 papers shown
ChatGPT: More than a Weapon of Mass Deception, Ethical challenges and responses from the Human-Centered Artificial Intelligence (HCAI) perspective
International journal of human computer interactions (IJHCI), 2023
A. Sison
Marco Tulio Daza
Roberto Gozalo-Brizuela
E.C. Garrido-Merchán
236
136
0
06 Apr 2023
Joint Entropy Search for Multi-objective Bayesian Optimization
Neural Information Processing Systems (NeurIPS), 2022
Ben Tu
Axel Gandy
N. Kantas
B. Shafei
299
58
0
06 Oct 2022
Efficient Contextual Preferential Bayesian Optimization with Historical Examples
F. Khan
J. Dietrich
J. Dietrich
Christin Seifert
170
1
0
22 Aug 2022
Multi-Objective Hyperparameter Optimization in Machine Learning -- An Overview
ACM Transactions on Evolutionary Learning and Optimization (TELO), 2022
Florian Karl
Tobias Pielok
Julia Moosbauer
Florian Pfisterer
Stefan Coors
...
Jakob Richter
Michel Lang
Eduardo C. Garrido-Merchán
Juergen Branke
J. Herbinger
AI4CE
442
102
0
15 Jun 2022
Advanced Manufacturing Configuration by Sample-efficient Batch Bayesian Optimization
IEEE Robotics and Automation Letters (RA-L), 2022
Xavier Guidetti
Alisa Rupenyan
L. Fassl
M. Nabavi
John Lygeros
216
11
0
24 May 2022
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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
263
6
0
11 Apr 2022
Multi-Objective Bayesian Optimization over High-Dimensional Search Spaces
Conference on Uncertainty in Artificial Intelligence (UAI), 2021
Sam Daulton
David Eriksson
Maximilian Balandat
E. Bakshy
541
161
0
22 Sep 2021
Many Objective Bayesian Optimization
Lucia Asencio-Martín
E.C. Garrido-Merchán
146
5
0
08 Jul 2021
Parallel Bayesian Optimization of Multiple Noisy Objectives with Expected Hypervolume Improvement
Neural Information Processing Systems (NeurIPS), 2021
Sam Daulton
Maximilian Balandat
E. Bakshy
334
221
0
17 May 2021
A Similarity Measure of Gaussian Process Predictive Distributions
Conferencia de la Asociación Española para la Inteligencia Artificial (OPLIA), 2021
Lucia Asencio-Martín
Eduardo C. Garrido-Merchán
235
2
0
20 Jan 2021
An Artificial Consciousness Model and its relations with Philosophy of Mind
E.C. Garrido-Merchán
M. Molina
Francisco M. Mendoza
258
4
0
30 Nov 2020
Differentiable Expected Hypervolume Improvement for Parallel Multi-Objective Bayesian Optimization
Sam Daulton
Maximilian Balandat
E. Bakshy
529
342
0
09 Jun 2020
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