Fully Parallel Hyperparameter Search: Reshaped Space-Filling

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Fully Parallel Hyperparameter Search: Reshaped Space-Filling

18 October 2019

Marie-Liesse Cauwet

Camille Couprie

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Papers citing "Fully Parallel Hyperparameter Search: Reshaped Space-Filling"

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Title
carps: A Framework for Comparing N Hyperparameter Optimizers on M Benchmarks C. Benjamins Helena Graf Sarah Segel Difan Deng Tim Ruhkopf ... Matthias Feurer Katharina Eggensperger Frank Hutter Carola Doerr Marius Lindauer 43 0 0 06 Jun 2025
Message-Passing Monte Carlo: Generating low-discrepancy point sets via Graph Neural Networks T. Konstantin Rusch Nathan Kirk M. Bronstein Christiane Lemieux Daniela Rus 101 7 0 23 May 2024
Optimizing with Low Budgets: a Comparison on the Black-box Optimization Benchmarking Suite and OpenAI Gym Elena Raponi Nathanaël Carraz Rakotonirina Jérémy Rapin Carola Doerr O. Teytaud 108 6 0 29 Sep 2023
Asymptotic convergence rates for averaging strategies Laurent Meunier Iskander Legheraba Y. Chevaleyre O. Teytaud MoMe FedML 142 1 0 10 Aug 2021
Resource Planning for Hospitals Under Special Consideration of the COVID-19 Pandemic: Optimization and Sensitivity Analysis Thomas Bartz-Beielstein Marcel Dröscher Alpar Gür Alexander Hinterleitner Olaf Mersmann ... Nicolas Rehbach Frederik Rehbach Amrita Sen A. Subbotin Martin Zaefferer 133 4 0 16 May 2021
MOFA: Modular Factorial Design for Hyperparameter Optimization Bo Xiong Yimin Huang Hanrong Ye Steffen Staab Zhenguo Li 120 1 0 18 Nov 2020
Benchmarking in Optimization: Best Practice and Open Issues Thomas Bartz-Beielstein Carola Doerr Daan van den Berg Jakob Bossek Sowmya Chandrasekaran ... B. Naujoks Patryk Orzechowski Vanessa Volz Markus Wagner T. Weise 138 112 0 07 Jul 2020
Exploratory Landscape Analysis is Strongly Sensitive to the Sampling Strategy Quentin Renau Carola Doerr Johann Dréo Benjamin Doerr 126 60 0 19 Jun 2020
Versatile Black-Box Optimization Jialin Liu A. Moreau Mike Preuss Baptiste Roziere Jérémy Rapin F. Teytaud O. Teytaud 68 38 0 29 Apr 2020
Variance Reduction for Better Sampling in Continuous Domains Laurent Meunier Carola Doerr Jérémy Rapin O. Teytaud 130 8 0 24 Apr 2020
One-Shot Decision-Making with and without Surrogates Jakob Bossek P. Kerschke Aneta Neumann Frank Neumann Carola Doerr 127 2 0 19 Dec 2019