342 citations · 475 across the 3 of their papers we have counts for
3 papers
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…
stat.ML2014★ 79 cited
EnsembleSVM: A Library for Ensemble Learning Using Support Vector Machines
Marc Claesen, Frank De Smet, Johan Suykens +1
EnsembleSVM is a free software package containing efficient routines to perform ensemble learning with support vector machine (SVM) base models. It currently offers ensemble method…