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The Importance of Future Information in Credit Card Fraud Detection



Van Bach Nguyen , Kanishka Ghosh Dastidar , Michael Granitzer , Wissam Siblini

* 11 pages, 4 figures, to be published at AISTATS 2022 

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deepstruct -- linking deep learning and graph theory



Julian Stier , Michael Granitzer


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Experiments on Properties of Hidden Structures of Sparse Neural Networks



Julian Stier , Harshil Darji , Michael Granitzer


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Conditional Generative Adversarial Networks for Speed Control in Trajectory Simulation



Sahib Julka , Vishal Sowrirajan , Joerg Schloetterer , Michael Granitzer


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Lessons Learned from the 1st ARIEL Machine Learning Challenge: Correcting Transiting Exoplanet Light Curves for Stellar Spots



Nikolaos Nikolaou , Ingo P. Waldmann , Angelos Tsiaras , Mario Morvan , Billy Edwards , Kai Hou Yip , Giovanna Tinetti , Subhajit Sarkar , James M. Dawson , Vadim Borisov , Gjergji Kasneci , Matej Petkovic , Tomaz Stepisnik , Tarek Al-Ubaidi , Rachel Louise Bailey , Michael Granitzer , Sahib Julka , Roman Kern , Patrick Ofner , Stefan Wagner , Lukas Heppe , Mirko Bunse , Katharina Morik

* 20 pages, 7 figures, 2 tables, Submitted to The Astrophysics Journal (ApJ) 

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HateBERT: Retraining BERT for Abusive Language Detection in English



Tommaso Caselli , Valerio Basile , Jelena Mitrović , Michael Granitzer


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ADSAGE: Anomaly Detection in Sequences of Attributed Graph Edges applied to insider threat detection at fine-grained level



Mathieu Garchery , Michael Granitzer


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Deep Graph Generators



Julian Stier , Michael Granitzer

* 8 pages condensed preprint, under review 

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Investigating Extensions to Random Walk Based Graph Embedding



Joerg Schloetterer , Martin Wehking , Fatemeh Salehi Rizi , Michael Granitzer


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