Silvia Vock

1. Investigating the Corruption Robustness of Image Classifiers with Random Lp-norm Corruptions
   2023/05/09 by Georg Siedel, Siedel, Georg, Silvia Vock +4 · 3 citations
   Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. Utilizing Class Separation Distance for the Evaluation of Corruption Robustness of Machine Learning Classifiers
   2022/06/27 by Georg Siedel, Silvia Vock, Siedel, Georg +5 · 1 citation
   Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification