Intrinsic Dimension, Persistent Homology and Generalization in Neural Networks.

Tolga Birdal Aaron Lou Leonidas J. Guibas Umut Simsekli

Published in: NeurIPS (2021)

Keyphrases

intrinsic dimension
neural network
persistent homology
high dimensions
intrinsic dimensionality
topological features
computational geometry
high dimensional data
morse theory
nearest neighbor
diffusion maps
pattern recognition
dimension reduction
high dimensional
social networks
training set