11 citations · 29 across the 7 of their papers we have counts for
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cs.LG2019★ 11 cited
Fully Parallel Hyperparameter Search: Reshaped Space-Filling
M. -L. Cauwet, C. Couprie, J. Dehos +5
Space-filling designs such as scrambled-Hammersley, Latin Hypercube Sampling and Jittered Sampling have been proposed for fully parallel hyperparameter search, and were shown to be…
cs.LG2019
BCMA-ES: A Bayesian approach to CMA-ES
Eric Benhamou, David Saltiel, Sebastien Verel +1
This paper introduces a novel theoretically sound approach for the celebrated CMA-ES algorithm. Assuming the parameters of the multi variate normal distribution for the minimum fol…