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2406.04739
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A survey and benchmark of high-dimensional Bayesian optimization of discrete sequences
Neural Information Processing Systems (NeurIPS), 2024
7 June 2024
Miguel González Duque
Richard Michael
Simon Bartels
Yevgen Zainchkovskyy
Søren Hauberg
Wouter Boomsma
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Papers citing
"A survey and benchmark of high-dimensional Bayesian optimization of discrete sequences"
10 / 10 papers shown
A Novel Population Initialization Method via Adaptive Experience Transfer for General-Purpose Binary Evolutionary Optimization
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Shengcai Liu
Shaofeng Zhang
Ke Tang
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29 Nov 2025
Informed Initialization for Bayesian Optimization and Active Learning
Carl Hvarfner
David Eriksson
E. Bakshy
Max Balandat
AI4CE
214
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27 Oct 2025
BO4Mob: Bayesian Optimization Benchmarks for High-Dimensional Urban Mobility Problem
Seunghee Ryu
Donghoon Kwon
Seongjin Choi
Aryan Deshwal
Seungmo Kang
Carolina Osorio
127
1
0
21 Oct 2025
PepCompass: Navigating peptide embedding spaces using Riemannian Geometry
Marcin Mo.zejko
Adam Bielecki
Jurand Prądzyński
Marcin Traskowski
Antoni Janowski
...
Marcelo Der Torossian Torres
Cesar de la Fuente-Nunez
Paulina Szymczak
Michał Kmicikiewicz
Ewa Szczurek
289
0
0
02 Oct 2025
Fine-tuning LLMs with variational Bayesian last layer for high-dimensional Bayesian optimization
Haotian Xiang
Jinwen Xu
Qin Lu
288
2
0
01 Oct 2025
BOOST: Bayesian Optimization with Optimal Kernel and Acquisition Function Selection Technique
Joon-Hyun Park
Mujin Cheon
Jeongsu Wi
Dong-Yeun Koh
317
1
0
04 Aug 2025
Latent Bayesian Optimization via Autoregressive Normalizing Flows
International Conference on Learning Representations (ICLR), 2025
Seunghun Lee
Jinyoung Park
Jaewon Chu
Minseo Yoon
H. Kim
BDL
390
14
0
21 Apr 2025
Variational Search Distributions
International Conference on Learning Representations (ICLR), 2024
Daniel M. Steinberg
Rafael Oliveira
Cheng Soon Ong
Edwin V. Bonilla
687
5
0
10 Sep 2024
Expected Coordinate Improvement for High-Dimensional Bayesian Optimization
Dawei Zhan
302
16
0
18 Apr 2024
Simulation Based Bayesian Optimization
Roi Naveiro
Becky Tang
350
1
0
19 Jan 2024
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