Emanuel Aldea

1. TRADI: Tracking deep neural network weight distributions for uncertainty\n estimation
   2019/12/24 by Gianni Franchi, Andrei Bursuc, Franchi, Gianni +7 · 5 citations
   Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms
2. Encoding the latent posterior of Bayesian Neural Networks for uncertainty quantification
   2020/12/04 by Gianni Franchi, Franchi, Gianni, Andrei Bursuc +7 · 4 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Advanced Neural Network Applications #Explainable Artificial Intelligence (XAI)
3. A Symmetry-Aware Exploration of Bayesian Neural Network Posteriors
   2023/10/12 by Olivier Laurent, Emanuel Aldea, Laurent, Olivier +3 · 5 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
4. Discretization-Induced Dirichlet Posterior for Robust Uncertainty Quantification on Regression
   2023/08/17 by Xuanlong Yu, Gianni Franchi, Yu, Xuanlong +5 · 1 citation
   Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML)