Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

How to keep text private? A systematic review of deep learning methods for privacy-preserving natural language processing



Samuel Sousa , Roman Kern

* 59 pages, 15 figures 

   Access Paper or Ask Questions

Privacy in Open Search: A Review of Challenges and Solutions



Samuel Sousa , Christian Guetl , Roman Kern

* Paper accepted at OSSYM 2021 - Third International Open Search Symposium 

   Access Paper or Ask Questions

State-Space Constraints Improve the Generalization of the Differentiable Neural Computer in some Algorithmic Tasks



Patrick Ofner , Roman Kern


   Access Paper or Ask Questions

Structack: Structure-based Adversarial Attacks on Graph Neural Networks



Hussain Hussain , Tomislav Duricic , Elisabeth Lex , Denis Helic , Markus Strohmaier , Roman Kern

* Accepted as a full paper at ACM Hypertext on July 9, 2021 

   Access Paper or Ask Questions

Formula RL: Deep Reinforcement Learning for Autonomous Racing using Telemetry Data



Adrian Remonda , Sarah Krebs , Eduardo Veas , Granit Luzhnica , Roman Kern

* IJCAI 2019 - Workshop on Scaling-Up Reinforcement Learning:SURL - Macau, China 

   Access Paper or Ask Questions

Machine Learning based Indicators to Enhance Process Monitoring by Pattern Recognition



Stefan Schrunner , Michael Scheiber , Anna Jenul , Anja Zernig , Andre Kästner , Roman Kern

* This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

   Access Paper or Ask Questions

On the Impact of Communities on Semi-supervised Classification Using Graph Neural Networks



Hussain Hussain , Tomislav Duricic , Elisabeth Lex , Roman Kern , Denis Helic


   Access Paper or Ask Questions

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) 

   Access Paper or Ask Questions

A Formally Robust Time Series Distance Metric



Maximilian Toller , Bernhard C. Geiger , Roman Kern

* MileTS Workshop at KDD'19 

   Access Paper or Ask Questions

Robust Parameter-Free Season Length Detection in Time Series



Maximilian Toller , Roman Kern

* MileTS 2017 

   Access Paper or Ask Questions