2 papers
cs.LG2026
Representation Gap: Explaining the Unreasonable Effectiveness of Neural Networks from a Geometric Perspective
David Perera, Victor Moura, Lais Isabelle Alves dos Santos +2
Characterizing precisely the asymptotic generalization error of neural networks using parameters that can be estimated efficiently is a crucial problem in machine learning, which r…
cs.SI2024
Web Intelligence Journal in perspective: an analysis of its two decades trajectory
Diogenes Ademir Domingos, Victor Emanuel Santos Moura, Antonio Fernando Lavareda Jacob Junior +1
The evolution of a thematic area undergoes various changes of perspective and adopts new theoretical approaches that arise from the interactions of the community and a wide range o…