Stefan Kolek

1. Cartoon Explanations of Image Classifiers
   2021/10/07 by Stefan Kolek, Kolek, Stefan, Duc Anh Nguyen +7 · 3 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
2. Complex-valued Federated Learning with Differential Privacy and MRI Applications
   2021/10/07 by Anneliese Riess, Riess, Anneliese, Alexander Ziller +9 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
3. A Rate-Distortion Framework for Explaining Black-box Model Decisions
   2021/10/12 by Stefan Kolek, Kolek, Stefan, Đức Anh Nguyễn +7 · 1 citation
   Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Information Theory (cs.IT) #Machine Learning (cs.LG)
4. Beyond the Calibration Point: Mechanism Comparison in Differential Privacy
   2024/06/13 by Georgios Kaissis, Kaissis, Georgios, Stefan Kolek +7 · 2 voices · 2 citations
   Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistics Theory (math.ST) #cs.AI #cs.CR #cs.LG #math.ST #stat.ML