Fast Bayesian Optimization of Needle-in-a-Haystack Problems using
Zooming Memory-Based Initialization (ZoMBI)

Fast Bayesian Optimization of Needle-in-a-Haystack Problems using Zooming Memory-Based Initialization (ZoMBI)

26 August 2022

Alexander E. Siemenn

Tonio Buonassisi

Papers citing "Fast Bayesian Optimization of Needle-in-a-Haystack Problems using Zooming Memory-Based Initialization (ZoMBI)"

10 / 10 papers shown

Title
Language-Based Bayesian Optimization Research Assistant (BORA) A. Cissé Xenophon Evangelopoulos V. Gusev Andrew I. Cooper 43 0 0 28 Jan 2025
Bayesian Optimisation with Unknown Hyperparameters: Regret Bounds Logarithmically Closer to Optimal Juliusz Ziomek Masaki Adachi Michael A. Osborne 37 1 0 14 Oct 2024
SCORE: A 1D Reparameterization Technique to Break Bayesian Optimization's Curse of Dimensionality Joseph Chakar 32 0 0 18 Jun 2024
Domain Knowledge Injection in Bayesian Search for New Materials Zikai Xie Xenophon Evangelopoulos Joseph C. R. Thacker Andrew I. Cooper 30 2 0 26 Nov 2023
Decreasing the Computing Time of Bayesian Optimization using Generalizable Memory Pruning Alexander E. Siemenn Tonio Buonassisi 35 0 0 08 Sep 2023
HypBO: Accelerating Black-Box Scientific Experiments Using Experts' Hypotheses A. Cissé Xenophon Evangelopoulos Sam Carruthers V. Gusev Andrew I. Cooper 24 4 0 22 Aug 2023
Deep Reinforcement Learning for Inverse Inorganic Materials Design Elton Pan Christopher Karpovich E. Olivetti AI4CE 19 11 0 21 Oct 2022
Local Latent Space Bayesian Optimization over Structured Inputs Natalie Maus Haydn Thomas Jones Juston Moore Matt J. Kusner John Bradshaw Jacob R. Gardner BDL 51 69 0 28 Jan 2022
Time Efficiency in Optimization with a Bayesian-Evolutionary Algorithm Gongjin Lan Jakub M. Tomczak D. Roijers A. E. Eiben 84 79 0 04 May 2020
Gryffin: An algorithm for Bayesian optimization of categorical variables informed by expert knowledge Florian Hase Matteo Aldeghi Riley J. Hickman L. Roch Alán Aspuru-Guzik 47 104 0 26 Mar 2020