A Quadrature Approach for General-Purpose Batch Bayesian Optimization via Probabilistic Lifting

18 April 2024

Papers citing "A Quadrature Approach for General-Purpose Batch Bayesian Optimization via Probabilistic Lifting"

8 / 8 papers shown

Title
Principled Bayesian Optimisation in Collaboration with Human Experts Wenjie Xu Masaki Adachi Colin N. Jones Michael A. Osborne 36 2 0 14 Oct 2024
Bayesian Optimisation with Unknown Hyperparameters: Regret Bounds Logarithmically Closer to Optimal Juliusz Ziomek Masaki Adachi Michael A. Osborne 37 1 0 14 Oct 2024
Stopping Bayesian Optimization with Probabilistic Regret Bounds James T. Wilson 33 4 0 26 Feb 2024
Batch Multi-Fidelity Active Learning with Budget Constraints Shibo Li J. M. Phillips Xin Yu Robert M. Kirby Shandian Zhe 86 15 0 23 Oct 2022
PropertyDAG: Multi-objective Bayesian optimization of partially ordered, mixed-variable properties for biological sequence design Ji Won Park Samuel Stanton Saeed Saremi Andrew Watkins Henri Dwyer Vladimir Gligorijević Richard Bonneau Stephen Ra Kyunghyun Cho 32 11 0 08 Oct 2022
Misspecified Gaussian Process Bandit Optimization Ilija Bogunovic Andreas Krause 53 42 0 09 Nov 2021
Generalized Kernel Thinning Raaz Dwivedi Lester W. Mackey 36 29 0 04 Oct 2021
Max-value Entropy Search for Efficient Bayesian Optimization Zi Wang Stefanie Jegelka 110 403 0 06 Mar 2017