Dynamic Control of Explore/Exploit Trade-Off In Bayesian Optimization

3 July 2018

Papers citing "Dynamic Control of Explore/Exploit Trade-Off In Bayesian Optimization"

6 / 6 papers shown

Title
A Balanced Approach of Rapid Genetic Exploration and Surrogate Exploitation for Hyperparameter Optimization Chul Kim Inwhee Joe 43 2 0 10 Apr 2025
Fidelity of Ensemble Aggregation for Saliency Map Explanations using Bayesian Optimization Techniques Yannik Mahlau Christian Nolde FAtt 40 0 0 04 Jul 2022
Bayesian Optimization for auto-tuning GPU kernels Floris-Jan Willemsen Rob van Nieuwpoort Ben van Werkhoven 33 20 0 26 Nov 2021
Hyperparameter Optimization: Foundations, Algorithms, Best Practices and Open Challenges B. Bischl Martin Binder Michel Lang Tobias Pielok Jakob Richter ... Theresa Ullmann Marc Becker A. Boulesteix Difan Deng Marius Lindauer 85 455 0 13 Jul 2021
What Makes an Effective Scalarising Function for Multi-Objective Bayesian Optimisation? C. Stock-Williams Tinkle Chugh Alma A. M. Rahat Wei Yu 16 2 0 10 Apr 2021
Efficient and Scalable Batch Bayesian Optimization Using K-Means Matthew J. Groves Edward O. Pyzer-Knapp 19 15 0 04 Jun 2018