Jonas Fischer

1. Federated Learning from Small Datasets
   2021/10/07 by Michael Kamp, Jonas Fischer, Kamp, Michael +3 · 2 citations
   Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Data Quality and Management #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
2. Label-Descriptive Patterns and Their Application to Characterizing Classification Errors
   2021/10/18 by Michael A. Hedderich, Hedderich, Michael, Jonas Fischer +5 · 2 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
3. What's the Difference? Supporting Users in Identifying the Effects of Prompt and Model Changes Through Token Patterns
   2025/04/22 by Michael A. Hedderich, Anyi Wang, Hedderich, Michael A. +9 · 3 voices · 3 citations
   Computer Science · #Software Engineering Research #Digital and Cyber Forensics #Model-Driven Software Engineering Techniques
4. Disentangling Polysemantic Channels in Convolutional Neural Networks
   2025/04/17 by Robin Hesse, Jonas Fischer, Hesse, Robin +5 · 1 voice · 3 citations
   #cs.CV #cs.LG