Composing Tree Graphical Models with Persistent Homology Features for Clustering Mixed-Type Data.

Xiuyan Ni Novi Quadrianto Yusu Wang Chao Chen

Published in: ICML (2017)

Keyphrases

graphical models
data points
data objects
prior knowledge
high dimensional data
bayesian networks
data structure
feature space
probabilistic inference
belief propagation
probabilistic graphical models
training data
conditional random fields
computer graphics
markov random field
nearest neighbor
k means