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The reparameterization trick for acquisition functions

The reparameterization trick for acquisition functions

1 December 2017
James T. Wilson
Riccardo Moriconi
Katharina Eggensperger
M. Deisenroth
ArXiv (abs)PDFHTML

Papers citing "The reparameterization trick for acquisition functions"

50 / 53 papers shown
Informed Initialization for Bayesian Optimization and Active Learning
Informed Initialization for Bayesian Optimization and Active Learning
Carl Hvarfner
David Eriksson
E. Bakshy
Max Balandat
AI4CE
151
0
0
27 Oct 2025
Holistic Bioprocess Development Across Scales Using Multi-Fidelity Batch Bayesian Optimization
Holistic Bioprocess Development Across Scales Using Multi-Fidelity Batch Bayesian Optimization
Adrian Martens
Mathias Neufang
A. Butté
M. Stosch
Antonio del Rio Chanona
L. M. Helleckes
115
1
0
14 Aug 2025
Viewpoint-Agnostic Manipulation Policies with Strategic Vantage Selection
Viewpoint-Agnostic Manipulation Policies with Strategic Vantage Selection
Sreevishakh Vasudevan
Som Sagar
Ransalu Senanayake
175
2
0
13 Jun 2025
Covering Multiple Objectives with a Small Set of Solutions Using Bayesian Optimization
Covering Multiple Objectives with a Small Set of Solutions Using Bayesian Optimization
Natalie Maus
Kyurae Kim
Yimeng Zeng
Haydn Thomas Jones
Fangping Wan
Marcelo Der Torossian Torres
Cesar de la Fuente-Nunez
Jacob R. Gardner
531
0
0
31 Jan 2025
Robust Guided Diffusion for Offline Black-Box Optimization
Robust Guided Diffusion for Offline Black-Box Optimization
Can
Chen
Christopher Beckham
Xue Liu
Xue Liu
OffRL
405
9
0
03 Jan 2025
Monte Carlo Tree Search based Space Transfer for Black-box Optimization
Monte Carlo Tree Search based Space Transfer for Black-box OptimizationNeural Information Processing Systems (NeurIPS), 2024
Shukuan Wang
Ke Xue
Lei Song
Xiaobin Huang
Chao Qian
298
6
0
10 Dec 2024
GROOT: Effective Design of Biological Sequences with Limited Experimental Data
Thanh V. T. Tran
Nhat-Khang Ngô
V. Nguyen
Truong-Son Hy
232
1
0
18 Nov 2024
Efficient Non-Myopic Layered Bayesian Optimization For Large-Scale
  Bathymetric Informative Path Planning
Efficient Non-Myopic Layered Bayesian Optimization For Large-Scale Bathymetric Informative Path PlanningIEEE International Conference on Robotics and Automation (ICRA), 2024
Alexander Kiessling
Ignacio Torroba
Chelsea Sidrane
Ivan Stenius
Jana Tumova
John Folkesson
141
1
0
21 Oct 2024
Building Trust in Black-box Optimization: A Comprehensive Framework for
  Explainability
Building Trust in Black-box Optimization: A Comprehensive Framework for Explainability
Nazanin Nezami
Hadis Anahideh
203
1
0
18 Oct 2024
Batched Energy-Entropy acquisition for Bayesian Optimization
Batched Energy-Entropy acquisition for Bayesian OptimizationNeural Information Processing Systems (NeurIPS), 2024
Felix Teufel
Carsten Stahlhut
J. Ferkinghoff-Borg
161
1
0
11 Oct 2024
Variational Search Distributions
Variational Search DistributionsInternational Conference on Learning Representations (ICLR), 2024
Daniel M. Steinberg
Rafael Oliveira
Cheng Soon Ong
Edwin V. Bonilla
579
5
0
10 Sep 2024
Bayesian Optimization for Non-Convex Two-Stage Stochastic Optimization Problems
Bayesian Optimization for Non-Convex Two-Stage Stochastic Optimization Problems
Jack M. Buckingham
Ivo Couckuyt
Juergen Branke
270
1
0
30 Aug 2024
Diffusion-BBO: Diffusion-Based Inverse Modeling for Online Black-Box Optimization
Diffusion-BBO: Diffusion-Based Inverse Modeling for Online Black-Box Optimization
D. Wu
Nikki Lijing Kuang
Ruijia Niu
Yi-An Ma
Rose Yu
465
0
0
30 Jun 2024
Guided Trajectory Generation with Diffusion Models for Offline
  Model-based Optimization
Guided Trajectory Generation with Diffusion Models for Offline Model-based Optimization
Taeyoung Yun
Sujin Yun
Jaewoo Lee
Jinkyoo Park
OffRL
316
14
0
29 Jun 2024
MAP: Low-compute Model Merging with Amortized Pareto Fronts via Quadratic Approximation
MAP: Low-compute Model Merging with Amortized Pareto Fronts via Quadratic Approximation
Lu Li
Tianze Zhang
Zhiqi Bu
Suyuchen Wang
Huan He
Jie Fu
Yonghui Wu
Jiang Bian
Yong Chen
Yoshua Bengio
FedMLMoMe
622
10
0
11 Jun 2024
Latent Energy-Based Odyssey: Black-Box Optimization via Expanded
  Exploration in the Energy-Based Latent Space
Latent Energy-Based Odyssey: Black-Box Optimization via Expanded Exploration in the Energy-Based Latent Space
Peiyu Yu
Dinghuai Zhang
Hengzhi He
Xiaojian Ma
Ruiyao Miao
...
Deqian Kong
Ruiqi Gao
Jianwen Xie
Guang Cheng
Ying Nian Wu
340
10
0
27 May 2024
Cross-Validated Off-Policy Evaluation
Cross-Validated Off-Policy Evaluation
Matej Cief
Branislav Kveton
Michal Kompan
OffRL
318
1
0
24 May 2024
Design Editing for Offline Model-based Optimization
Design Editing for Offline Model-based Optimization
Ye Yuan
Youyuan Zhang
Can Chen
Haolun Wu
Zixuan Li
Jianmo Li
James J. Clark
Xue Liu
492
8
0
22 May 2024
Optimal Initialization of Batch Bayesian Optimization
Optimal Initialization of Batch Bayesian Optimization
Jiuge Ren
David Sweet
180
6
0
27 Apr 2024
Streamlining Ocean Dynamics Modeling with Fourier Neural Operators: A
  Multiobjective Hyperparameter and Architecture Optimization Approach
Streamlining Ocean Dynamics Modeling with Fourier Neural Operators: A Multiobjective Hyperparameter and Architecture Optimization Approach
Yixuan Sun
O. Sowunmi
Romain Egele
S. Narayanan
Luke Van Roekel
Dali Wang
286
6
0
07 Apr 2024
GACE: Learning Graph-Based Cross-Page Ads Embedding For Click-Through
  Rate Prediction
GACE: Learning Graph-Based Cross-Page Ads Embedding For Click-Through Rate PredictionInternational Conference on Neural Information Processing (ICONIP), 2024
Haowen Wang
Yuliang Du
Congyun Jin
Yujiao Li
Yingbo Wang
Tao Sun
Piqi Qin
Cong Fan
GNN
131
2
0
15 Jan 2024
Single and Multi-Objective Optimization Benchmark Problems Focusing on
  Human-Powered Aircraft Design
Single and Multi-Objective Optimization Benchmark Problems Focusing on Human-Powered Aircraft DesignInternational Conference on Evolutionary Multi-Criterion Optimization (EMO), 2023
Nobuo Namura
223
4
0
14 Dec 2023
A General Framework for User-Guided Bayesian Optimization
A General Framework for User-Guided Bayesian OptimizationInternational Conference on Learning Representations (ICLR), 2023
Carl Hvarfner
Katharina Eggensperger
Luigi Nardi
GP
303
20
0
24 Nov 2023
ExPT: Synthetic Pretraining for Few-Shot Experimental Design
ExPT: Synthetic Pretraining for Few-Shot Experimental DesignNeural Information Processing Systems (NeurIPS), 2023
Tung Nguyen
Sudhanshu Agrawal
Aditya Grover
332
23
0
30 Oct 2023
Molecule Design by Latent Prompt Transformer
Molecule Design by Latent Prompt Transformer
Deqian Kong
Yuhao Huang
Jianwen Xie
Ying Nian Wu
340
6
0
05 Oct 2023
Bounce: Reliable High-Dimensional Bayesian Optimization for
  Combinatorial and Mixed Spaces
Bounce: Reliable High-Dimensional Bayesian Optimization for Combinatorial and Mixed SpacesNeural Information Processing Systems (NeurIPS), 2023
Leonard Papenmeier
Luigi Nardi
Matthias Poloczek
448
22
0
02 Jul 2023
Improving Protein Optimization with Smoothed Fitness Landscapes
Improving Protein Optimization with Smoothed Fitness LandscapesInternational Conference on Learning Representations (ICLR), 2023
Andrew Kirjner
Jason Yim
Raman Samusevich
Shahar Bracha
Tommi Jaakkola
Regina Barzilay
Ila Fiete
253
24
0
02 Jul 2023
Bootstrapped Training of Score-Conditioned Generator for Offline Design
  of Biological Sequences
Bootstrapped Training of Score-Conditioned Generator for Offline Design of Biological SequencesNeural Information Processing Systems (NeurIPS), 2023
Minsu Kim
Federico Berto
SungSoo Ahn
Jinkyoo Park
DD
293
25
0
05 Jun 2023
Protein Design with Guided Discrete Diffusion
Protein Design with Guided Discrete DiffusionNeural Information Processing Systems (NeurIPS), 2023
Nate Gruver
Samuel Stanton
Nathan C. Frey
Tim G. J. Rudner
I. Hotzel
J. Lafrance-Vanasse
A. Rajpal
Kyunghyun Cho
A. Wilson
DiffM
467
177
0
31 May 2023
Learning Relevant Contextual Variables Within Bayesian Optimization
Learning Relevant Contextual Variables Within Bayesian OptimizationConference on Uncertainty in Artificial Intelligence (UAI), 2023
Julien Martinelli
Ayush Bharti
A. Tiihonen
S. T. John
Louis Filstroff
Sabina J. Sloman
Patrick Rinke
Samuel Kaski
333
0
0
23 May 2023
Combining Multi-Objective Bayesian Optimization with Reinforcement Learning for TinyML
Combining Multi-Objective Bayesian Optimization with Reinforcement Learning for TinyMLACM Transactions on Evolutionary Learning and Optimization (TELO), 2023
M. Deutel
G. Kontes
Christopher Mutschler
Jürgen Teich
519
4
0
23 May 2023
No-Regret Constrained Bayesian Optimization of Noisy and Expensive
  Hybrid Models using Differentiable Quantile Function Approximations
No-Regret Constrained Bayesian Optimization of Noisy and Expensive Hybrid Models using Differentiable Quantile Function ApproximationsJournal of Process Control (J. Process Control), 2023
Congwen Lu
J. Paulson
285
10
0
05 May 2023
The Impact of Expertise in the Loop for Exploring Machine Rationality
The Impact of Expertise in the Loop for Exploring Machine RationalityInternational Conference on Intelligent User Interfaces (IUI), 2023
Changkun Ou
Sven Mayer
A. Butz
194
8
0
11 Feb 2023
Are Random Decompositions all we need in High Dimensional Bayesian
  Optimisation?
Are Random Decompositions all we need in High Dimensional Bayesian Optimisation?International Conference on Machine Learning (ICML), 2023
Juliusz Ziomek
Haitham Bou-Ammar
174
35
0
30 Jan 2023
Approaching Globally Optimal Energy Efficiency in Interference Networks
  via Machine Learning
Approaching Globally Optimal Energy Efficiency in Interference Networks via Machine LearningIEEE Transactions on Wireless Communications (TWC), 2022
Bile Peng
Karl-Ludwig Besser
Ramprasad Raghunath
Eduard Axel Jorswieck
186
3
0
25 Nov 2022
Data-Driven Offline Decision-Making via Invariant Representation
  Learning
Data-Driven Offline Decision-Making via Invariant Representation LearningNeural Information Processing Systems (NeurIPS), 2022
Qi
Yi-Hsun Su
Aviral Kumar
Sergey Levine
OffRL
282
30
0
21 Nov 2022
Multi-Fidelity Cost-Aware Bayesian Optimization
Multi-Fidelity Cost-Aware Bayesian OptimizationComputer Methods in Applied Mechanics and Engineering (CMAME), 2022
Zahra Zanjani Foumani
Mehdi Shishehbor
Amin Yousefpour
Ramin Bostanabad
121
64
0
04 Nov 2022
Bayesian Optimization with Conformal Prediction Sets
Bayesian Optimization with Conformal Prediction SetsInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2022
Samuel Stanton
Wesley J. Maddox
A. Wilson
473
28
0
22 Oct 2022
Pareto Set Learning for Expensive Multi-Objective Optimization
Pareto Set Learning for Expensive Multi-Objective OptimizationNeural Information Processing Systems (NeurIPS), 2022
Xi Lin
Zhiyuan Yang
Xiao-Yan Zhang
Qingfu Zhang
238
81
0
16 Oct 2022
Monte Carlo Tree Search based Variable Selection for High Dimensional
  Bayesian Optimization
Monte Carlo Tree Search based Variable Selection for High Dimensional Bayesian OptimizationNeural Information Processing Systems (NeurIPS), 2022
Lei Song
Ke Xue
Xiaobin Huang
Chaojun Qian
246
46
0
04 Oct 2022
New Paradigms for Exploiting Parallel Experiments in Bayesian
  Optimization
New Paradigms for Exploiting Parallel Experiments in Bayesian OptimizationComputers and Chemical Engineering (CCE), 2022
Leonardo D. González
Victor M. Zavala
326
30
0
03 Oct 2022
Investigating Bayesian optimization for expensive-to-evaluate black box
  functions: Application in fluid dynamics
Investigating Bayesian optimization for expensive-to-evaluate black box functions: Application in fluid dynamicsFrontiers in Applied Mathematics and Statistics (FAMS), 2022
Mike Diessner
Joseph O’Connor
A. Wynn
S. Laizet
Yu Guan
Kevin J. Wilson
Richard D. Whalley
242
33
0
19 Jul 2022
Generative Pretraining for Black-Box Optimization
Generative Pretraining for Black-Box OptimizationInternational Conference on Machine Learning (ICML), 2022
S. Krishnamoorthy
Satvik Mashkaria
Aditya Grover
OffRLAI4CE
502
36
0
22 Jun 2022
ODBO: Bayesian Optimization with Search Space Prescreening for Directed
  Protein Evolution
ODBO: Bayesian Optimization with Search Space Prescreening for Directed Protein Evolution
Lixue Cheng
Ziyi Yang
Chang-Yu Hsieh
Ben Liao
Shengyu Zhang
235
7
0
19 May 2022
Scalable Bayesian Optimization Using Vecchia Approximations of Gaussian
  Processes
Scalable Bayesian Optimization Using Vecchia Approximations of Gaussian ProcessesInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2022
Felix Jimenez
Matthias Katzfuss
209
14
0
02 Mar 2022
Design-Bench: Benchmarks for Data-Driven Offline Model-Based
  Optimization
Design-Bench: Benchmarks for Data-Driven Offline Model-Based OptimizationInternational Conference on Machine Learning (ICML), 2022
Brandon Trabucco
Xinyang Geng
Aviral Kumar
Sergey Levine
OffRL
222
114
0
17 Feb 2022
Conservative Objective Models for Effective Offline Model-Based
  Optimization
Conservative Objective Models for Effective Offline Model-Based OptimizationInternational Conference on Machine Learning (ICML), 2021
Brandon Trabucco
Aviral Kumar
Xinyang Geng
Sergey Levine
OffRL
221
109
0
14 Jul 2021
Lookahead Acquisition Functions for Finite-Horizon Time-Dependent
  Bayesian Optimization and Application to Quantum Optimal Control
Lookahead Acquisition Functions for Finite-Horizon Time-Dependent Bayesian Optimization and Application to Quantum Optimal Control
Sudharshan Ashwin Renganathan
Jeffrey Larson
Stefan M. Wild
208
8
0
20 May 2021
MetaTune: Meta-Learning Based Cost Model for Fast and Efficient
  Auto-tuning Frameworks
MetaTune: Meta-Learning Based Cost Model for Fast and Efficient Auto-tuning Frameworks
Jaehun Ryu
Hyojin Sung
148
22
0
08 Feb 2021
Latent Map Gaussian Processes for Mixed Variable Metamodeling
Latent Map Gaussian Processes for Mixed Variable MetamodelingComputer Methods in Applied Mechanics and Engineering (CMAME), 2021
Nicholas Oune
Ramin Bostanabad
227
38
0
07 Feb 2021
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