Unexpected Improvements to Expected Improvement for Bayesian Optimization

8 January 2025

Papers citing "Unexpected Improvements to Expected Improvement for Bayesian Optimization"

8 / 8 papers shown

Title
Motion Control of High-Dimensional Musculoskeletal Systems with Hierarchical Model-Based Planning Yunyue Wei Shanning Zhuang Vincent Zhuang Yanan Sui 19 0 0 13 May 2025
Faster, Cheaper, Better: Multi-Objective Hyperparameter Optimization for LLM and RAG Systems Matthew Barker Andrew Bell Evan Thomas James Carr Thomas Andrews Umang Bhatt 80 1 0 25 Feb 2025
Constrained Multi-objective Bayesian Optimization through Optimistic Constraints Estimation Diantong Li Fengxue Zhang Chong Liu Yuxin Chen 77 0 0 06 Nov 2024
Optimizing Posterior Samples for Bayesian Optimization via Rootfinding Taiwo A. Adebiyi Bach Do Ruda Zhang 68 2 0 29 Oct 2024
Batched Bayesian optimization by maximizing the probability of including the optimum Jenna C. Fromer Runzhong Wang Mrunali Manjrekar Austin Tripp José Miguel Hernández-Lobato Connor W. Coley 39 0 0 08 Oct 2024
Bayesian Optimization over High-Dimensional Combinatorial Spaces via Dictionary-based Embeddings Aryan Deshwal Sebastian Ament Maximilian Balandat E. Bakshy J. Doppa David Eriksson 37 19 0 03 Mar 2023
Max-value Entropy Search for Efficient Bayesian Optimization Zi Wang Stefanie Jegelka 110 401 0 06 Mar 2017
Accurate and efficient numerical calculation of stable densities via optimized quadrature and asymptotics Sebastian Ament M. O’Neil 33 22 0 14 Jul 2016