Franck Mamalet
- Achieving robustness in classification using optimal transport with hinge regularization
2020/06/11 by Mathieu Serrurier, Franck Mamalet, Serrurier, Mathieu +9 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Stochastic Gradient Optimization Techniques
- White Paper Machine Learning in Certified Systems
2021/03/18 by Hervé Delseny, Delseny, Hervé, Christophe Gabreau +52 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Software Testing and Debugging Techniques #Anomaly Detection Techniques and Applications
- Efficient Robust Conformal Prediction via Lipschitz-Bounded Networks
2025/06/05 by Thomas Masséna, Léo Andéol, Massena, Thomas +11 · 2 citations
Computer Science · #Face and Expression Recognition #Neural Networks and Applications