Fabio Anselmi

1. Unsupervised Learning of Invariant Representations in Hierarchical\n Architectures
   2013/11/17 by Fabio Anselmi, Joel Z. Leibo, Anselmi, Fabio +9 · 8 citations
   Computer Science · Engineering · Neuroscience · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face Recognition and Perception #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Remote-Sensing Image Classification #Visual perception and processing mechanisms
2. Local Convolutions Cause an Implicit Bias towards High Frequency Adversarial Examples
   2020/06/19 by Josue Ortega, Yilong Ju, Caro, Josue Ortega +11 · 1 citation
   Computer Science · Engineering · Materials Science · #Adversarial Robustness in Machine Learning #Advancements in Semiconductor Devices and Circuit Design #Machine Learning in Materials Science
3. Deep Convolutional Networks are Hierarchical Kernel Machines
   2015/08/05 by Fabio Anselmi, Lorenzo Rosasco, Anselmi, Fabio +5 · 1 citation
   Computer Science · #FOS: Computer and information sciences #Face and Expression Recognition #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE)
4. PAC--Bayes Bounds on Quotient Parameter Spaces: Geometry-induced Implicit-Bias Priors
   2026/07/20 by Nicola Aladrah, Fabio Anselmi
   #cs.LG #stat.ML
5. Attractor Geometry Determines the Identifiability Limits of System Discovery
   2026/07/20 by Matteo Gallo, Fabio Anselmi, Paolo Lazzari
   #cs.LG #nlin.CD