32 citations · 106 across the 33 of their papers we have counts for
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cs.LG2018★ 32 cited
Are generative deep models for novelty detection truly better?
Vít Škvára, Tomáš Pevný, Václav Šmídl
Many deep models have been recently proposed for anomaly detection. This paper presents comparison of selected generative deep models and classical anomaly detection methods on an…
math.OC2018
Algorithms for solving optimization problems arising from deep neural net models: nonsmooth problems
Vyacheslav Kungurtsev, Tomas Pevny
Machine Learning models incorporating multiple layered learning networks have been seen to provide effective models for various classification problems. The resulting optimization…
math.OC2018★ 5 cited
Algorithms for solving optimization problems arising from deep neural net models: smooth problems
Vyacheslav Kungurtsev, Tomas Pevny
Machine Learning models incorporating multiple layered learning networks have been seen to provide effective models for various classification problems. The resulting optimization…