Kern, Roman

1. Recent Advances of Differential Privacy in Centralized Deep Learning: A Systematic Survey
   2023/09/28 by Lea Demelius, Demelius, Lea, Roman Kern +3 · 8 citations
   Computer Science · #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
2. How to keep text private? A systematic review of deep learning methods for privacy-preserving natural language processing
   2022/05/20 by Samuel Sousa, Sousa, Samuel, Roman Kern +1 · 5 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data
3. Establishing and Evaluating Trustworthy AI: Overview and Research Challenges
   2024/11/15 by Dominik Kowald, Sebastian Scher, Kowald, Dominik +29 · 9 citations
   Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
4. Stylometric Watermarks for Large Language Models
   2024/05/14 by Georg Niess, Roman Kern, Niess, Georg +1 · 4 citations
   Computer Science · #Authorship Attribution and Profiling #Topic Modeling #Natural Language Processing Techniques
5. A Formally Robust Time Series Distance Metric
   2020/08/18 by Toller, Maximilian, Geiger, Bernhard C., Kern, Roman · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
6. Improving OCR Quality in 19th Century Historical Documents Using a Combined Machine Learning Based Approach
   2024/01/15 by David Fleischhacker, Wolfgang Goederle, Fleischhacker, David +3 · 1 citation
   Arts and Humanities · Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Digital and Traditional Archives Management #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Machine Learning (cs.LG) #Natural Language Processing Techniques