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cs.LG2022★ 14 cited
Knowledge Augmented Machine Learning with Applications in Autonomous Driving: A Survey
Julian Wörmann, Daniel Bogdoll, Christian Brunner +49
The availability of representative datasets is an essential prerequisite for many successful artificial intelligence and machine learning models. However, in real life applications…
cs.LG2012★ 24 cited
Comparative Study for Inference of Hidden Classes in Stochastic Block Models
Pan Zhang, Florent Krzakala, Jörg Reichardt +1
Inference of hidden classes in stochastic block model is a classical problem with important applications. Most commonly used methods for this problem involve na\"ıve mean field app…