Emilio Rafael Balda

1. On the Effect of Low-Rank Weights on Adversarial Robustness of Neural Networks
   2019/01/29 by Peter Langenberg, Emilio Rafael Balda, Langenberg, Peter +5 · 3 citations
   Computer Science · Engineering · Mathematics · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Integrated Circuits and Semiconductor Failure Analysis #cs.LG #stat.ML
2. Perturbation Analysis of Learning Algorithms: A Unifying Perspective on Generation of Adversarial Examples
   2018/12/15 by Emilio Rafael Balda, Balda, Emilio Rafael, Arash Behboodi +3 · 1 citation
   Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.AI #cs.IT #cs.LG #math.IT #stat.ML
3. Adversarial Risk Bounds for Neural Networks through Sparsity based Compression
   2019/06/03 by Emilio Rafael Balda, Arash Behboodi, Balda, Emilio Rafael +5 · 1 citation
   Computer Science · Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.LG #stat.ML