Schilling, Nicolas

5 publications

MLJ 2018 Scalable Gaussian Process-Based Transfer Surrogates for Hyperparameter Optimization Martin Wistuba, Nicolas Schilling, Lars Schmidt-Thieme

ECML-PKDD 2016 Scalable Hyperparameter Optimization with Products of Gaussian Process Experts Nicolas Schilling, Martin Wistuba, Lars Schmidt-Thieme

ECML-PKDD 2016 Two-Stage Transfer Surrogate Model for Automatic Hyperparameter Optimization Martin Wistuba, Nicolas Schilling, Lars Schmidt-Thieme

ECML-PKDD 2015 Hyperparameter Optimization with Factorized Multilayer Perceptrons Nicolas Schilling, Martin Wistuba, Lucas Drumond, Lars Schmidt-Thieme

ECML-PKDD 2015 Hyperparameter Search Space Pruning - A New Component for Sequential Model-Based Hyperparameter Optimization Martin Wistuba, Nicolas Schilling, Lars Schmidt-Thieme