Frausin, Enrico

Absolute abstraction: a renormalisation group approach

2024 · arXiv (Cornell University)

Abstraction is the process of extracting the essential features from raw data while ignoring irrelevant details. It is well known that abstraction emerges with depth in neural networks, where deep layers capture abstract characteristics of …