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Blessing of massive scale: spatial graphical model estimation with a total cardinality constraint approach.
Ethan X. Fang
Han Liu
Mengdi Wang
Published in:
Math. Program. (2019)
Keyphrases
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graphical models
massive scale
cardinality constraints
belief propagation
probabilistic model
approximate inference
random variables
structure learning
bayesian networks
low latency
parameter estimation
factor graphs
nonparametric belief propagation
message passing
functional dependencies
conditional independence