Search Results for author: Nico Görnitz

Found 5 papers, 2 papers with code

Optimizing for Measure of Performance in Max-Margin Parsing

no code implementations5 Sep 2017 Alexander Bauer, Shinichi Nakajima, Nico Görnitz, Klaus-Robert Müller

Many statistical learning problems in the area of natural language processing including sequence tagging, sequence segmentation and syntactic parsing has been successfully approached by means of structured prediction methods.

Constituency Parsing Structured Prediction

Minimizing Trust Leaks for Robust Sybil Detection

no code implementations ICML 2017 János Höner, Shinichi Nakajima, Alexander Bauer, Klaus-Robert Müller, Nico Görnitz

Sybil detection is a crucial task to protect online social networks (OSNs) against intruders who try to manipulate automatic services provided by OSNs to their customers.

Feature Importance Measure for Non-linear Learning Algorithms

1 code implementation22 Nov 2016 Marina M. -C. Vidovic, Nico Görnitz, Klaus-Robert Müller, Marius Kloft

MFI is general and can be applied to any arbitrary learning machine (including kernel machines and deep learning).

Feature Importance

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