168 citations · 656 across the 19 of their papers we have counts for
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stat.ML2018★ 7 cited
Automatic Gradient Boosting
Janek Thomas, Stefan Coors, Bernd Bischl
Automatic machine learning performs predictive modeling with high performing machine learning tools without human interference. This is achieved by making machine learning applicat…
stat.ML2018★ 10 cited
Automatic Exploration of Machine Learning Experiments on OpenML
Daniel Kühn, Philipp Probst, Janek Thomas +1
Understanding the influence of hyperparameters on the performance of a machine learning algorithm is an important scientific topic in itself and can help to improve automatic hyper…