2 papers
stat.ML2026
Deep Neural Networks as Iterated Function Systems and a Generalization Bound
Jonathan Vacher
Deep neural networks (DNNs) achieve remarkable performance on a wide range of tasks, yet their mathematical analysis remains fragmented: stability and generalization are typically…
q-bio.NC2023
Perceptual Scales Predicted by Fisher Information Metrics
Jonathan Vacher, Pascal Mamassian
Perception is often viewed as a process that transforms physical variables, external to an observer, into internal psychological variables. Such a process can be modeled by a funct…