Thinking inside the box: A tutorial on grey-box Bayesian optimization

2 January 2022

Papers citing "Thinking inside the box: A tutorial on grey-box Bayesian optimization"

24 / 24 papers shown

Title
Frozen Layers: Memory-efficient Many-fidelity Hyperparameter Optimization Timur Carstensen Neeratyoy Mallik Frank Hutter Martin Rapp AI4CE 30 0 0 14 Apr 2025
Efficient Language-instructed Skill Acquisition via Reward-Policy Co-Evolution Changxin Huang Yanbin Chang Junfan Lin Junyang Liang Runhao Zeng Jianqiang Li 82 0 0 18 Dec 2024
Constrained composite Bayesian optimization for rational synthesis of polymeric particles Fanjin Wang Maryam Parhizkar Anthony Harker Mohan Edirisinghe 29 0 0 06 Nov 2024
Automated design of nonreciprocal thermal emitters via Bayesian optimization Bach Do S. J. Ghalekohneh Taiwo A. Adebiyi Bo Zhao Ruda Zhang 36 3 0 13 Sep 2024
Reinforced In-Context Black-Box Optimization Lei Song Chenxiao Gao Ke Xue Chenyang Wu Dong Li Haifeng Zhang Zongzhang Zhang Chao Qian 35 3 0 27 Feb 2024
Causal Bayesian Optimization via Exogenous Distribution Learning Shaogang Ren Xiaoning Qian 16 1 0 03 Feb 2024
Long-run Behaviour of Multi-fidelity Bayesian Optimisation G. Dovonon Jakob Zeitler 29 1 0 19 Dec 2023
BOIS: Bayesian Optimization of Interconnected Systems Leonardo D. González Victor M. Zavala 21 2 0 19 Nov 2023
Joint Composite Latent Space Bayesian Optimization Natalie Maus Zhiyuan Jerry Lin Maximilian Balandat E. Bakshy BDL 33 2 0 03 Nov 2023
Bayesian Optimization of Function Networks with Partial Evaluations Poompol Buathong Jiayue Wan Raul Astudillo Sam Daulton Maximilian Balandat P. Frazier 34 2 0 03 Nov 2023
Generating Transferable Adversarial Simulation Scenarios for Self-Driving via Neural Rendering Yasasa Abeysirigoonawardena Kevin Xie Chuhan Chen Salar Hosseini Ruiting Chen Ruiqi Wang Florian Shkurti 36 2 0 27 Sep 2023
Grey-box Bayesian Optimization for Sensor Placement in Assisted Living Environments Shadan Golestan Omid Ardakanian Pierre Boulanger 38 0 0 11 Sep 2023
Optimal Observation-Intervention Trade-Off in Optimisation Problems with Causal Structure K. Hammar Neil Dhir CML 20 0 0 05 Sep 2023
Trajectory-oriented optimization of stochastic epidemiological models A. Fadikar M. Binois Nicholson T. Collier Abby Stevens K. Toh J. Ozik 43 7 0 06 May 2023
No-Regret Constrained Bayesian Optimization of Noisy and Expensive Hybrid Models using Differentiable Quantile Function Approximations Congwen Lu J. Paulson 24 7 0 05 May 2023
Scalable Bayesian optimization with high-dimensional outputs using randomized prior networks Mohamed Aziz Bhouri M. Joly Robert Yu S. Sarkar P. Perdikaris BDL UQCV AI4CE 19 1 0 14 Feb 2023
Robust Bayesian Target Value Optimization J. G. Hoffer Sascha Ranftl Bernhard C. Geiger 25 9 0 11 Jan 2023
Model-based Causal Bayesian Optimization Scott Sussex A. Makarova Andreas Krause CML 19 23 0 18 Nov 2022
Regret Bounds for Noise-Free Cascaded Kernelized Bandits Zihan Li Jonathan Scarlett 42 1 0 10 Nov 2022
A General Recipe for Likelihood-free Bayesian Optimization Jiaming Song Lantao Yu Willie Neiswanger Stefano Ermon 38 23 0 27 Jun 2022
Preference Exploration for Efficient Bayesian Optimization with Multiple Outcomes Zhiyuan Jerry Lin Raul Astudillo P. Frazier E. Bakshy 24 38 0 21 Mar 2022
Bayesian Optimization of Function Networks Raul Astudillo P. Frazier 32 36 0 31 Dec 2021
Re-Examining Linear Embeddings for High-Dimensional Bayesian Optimization Benjamin Letham Roberto Calandra Akshara Rai E. Bakshy 75 110 0 31 Jan 2020
Max-value Entropy Search for Efficient Bayesian Optimization Zi Wang Stefanie Jegelka 110 403 0 06 Mar 2017