342 citations · 608 across the 6 of their papers we have counts for
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cs.LG2015★ 342 cited
Hyperparameter Search in Machine Learning
Marc Claesen, Bart De Moor
We introduce the hyperparameter search problem in the field of machine learning and discuss its main challenges from an optimization perspective. Machine learning methods attempt t…
cs.LG2014★ 54 cited
Easy Hyperparameter Search Using Optunity
Marc Claesen, Jaak Simm, Dusan Popovic +2
Optunity is a free software package dedicated to hyperparameter optimization. It contains various types of solvers, ranging from undirected methods to direct search, particle swarm…