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Bayesian Optimization over Hybrid Spaces

Bayesian Optimization over Hybrid Spaces

Aryan Deshwal
Syrine Belakaria
J. Doppa
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Papers citing "Bayesian Optimization over Hybrid Spaces"

7 / 7 papers shown
Title
Optimistic Games for Combinatorial Bayesian Optimization with Application to Protein Design
Optimistic Games for Combinatorial Bayesian Optimization with Application to Protein Design
Melis Ilayda Bal
Pier Giuseppe Sessa
Mojmír Mutný
Andreas Krause
44
1
0
27 Sep 2024
A survey and benchmark of high-dimensional Bayesian optimization of discrete sequences
A survey and benchmark of high-dimensional Bayesian optimization of discrete sequences
Miguel González Duque
Richard Michael
Simon Bartels
Yevgen Zainchkovskyy
Søren Hauberg
Wouter Boomsma
46
4
0
07 Jun 2024
On the role of Model Uncertainties in Bayesian Optimization
On the role of Model Uncertainties in Bayesian Optimization
Jonathan Foldager
Mikkel Jordahn
Lars Kai Hansen
Michael Riis Andersen
23
5
0
14 Jan 2023
Optimization on Manifolds via Graph Gaussian Processes
Optimization on Manifolds via Graph Gaussian Processes
Hwanwoo Kim
D. Sanz-Alonso
Ruiyi Yang
40
2
0
20 Oct 2022
Tree ensemble kernels for Bayesian optimization with known constraints over mixed-feature spaces
Tree ensemble kernels for Bayesian optimization with known constraints over mixed-feature spaces
Alexander Thebelt
Calvin Tsay
Robert M. Lee
Nathan Sudermann-Merx
David Walz
B. Shafei
Ruth Misener
UQCV
BDL
47
10
0
02 Jul 2022
Bayesian Optimization Over Iterative Learners with Structured Responses: A Budget-aware Planning Approach
Bayesian Optimization Over Iterative Learners with Structured Responses: A Budget-aware Planning Approach
Syrine Belakaria
J. Doppa
Nicolò Fusi
Rishit Sheth
33
7
0
25 Jun 2022
Output Space Entropy Search Framework for Multi-Objective Bayesian Optimization
Output Space Entropy Search Framework for Multi-Objective Bayesian Optimization
Syrine Belakaria
Aryan Deshwal
J. Doppa
26
16
0
13 Oct 2021