Neural Networks with Finite Intrinsic Dimension have no Spurious Valleys.

Luca Venturi Afonso S. Bandeira Joan Bruna

Published in: CoRR (2018)

Keyphrases

intrinsic dimension
neural network
high dimensions
intrinsic dimensionality
pattern recognition
nearest neighbor
dimension reduction
high dimensional data
high dimensional
diffusion maps
low dimensional
similarity search
data structure
data distribution
noisy data
geometric structure
data sets