Florence Clerc

1. Statistical Guarantees for Variational Autoencoders using PAC-Bayesian Theory
   2023/10/07 by Sokhna Diarra Mbacke, Mbacke, Sokhna Diarra, Florence Clerc +3 · 6 citations
   Computer Science · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image and Signal Denoising Methods #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Medical Image Segmentation Techniques
2. PAC-Bayesian Generalization Bounds for Adversarial Generative Models
   2023/02/17 by Sokhna Diarra Mbacke, Mbacke, Sokhna Diarra, Florence Clerc +3 · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)