Pascal Germain

1. Domain-Adversarial Neural Networks
   2014/12/15 by Hana Ajakan, Ajakan, Hana, Pascal Germain +7 · 19 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE)
2. A New PAC-Bayesian Perspective on Domain Adaptation
   2015/06/15 by Pascal Germain, Germain, Pascal, Amaury Habrard +5 · 6 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and ELM
3. A General Framework for the Practical Disintegration of PAC-Bayesian Bounds
   2021/02/16 by Paul Viallard, Viallard, Paul, Pascal Germain +5 · 5 citations
   Computer Science · Engineering · #Machine Learning and Algorithms #Fault Detection and Control Systems #Adversarial Robustness in Machine Learning
4. On the Relationship Between Interpretability and Explainability in Machine Learning
   2023/11/20 by Benjamin Leblanc, Leblanc, Benjamin, Pascal Germain +1 · 1 citation
   Computer Science · #Explainable Artificial Intelligence (XAI) #Adversarial Robustness in Machine Learning