Tropical Sufficient Statistics for Persistent Homology.

Anthea Monod Sara Kalisnik Juan Ángel Patino-Galindo Lorin Crawford

Published in: SIAM J. Appl. Algebra Geom. (2019)

Keyphrases

sufficient statistics
persistent homology
topological features
morse theory
data points
k means
computational geometry
transition probabilities
hidden variables
expectation maximization
statistical queries
probabilistic model
decision trees
learning theory