High-dimensional covariance decomposition into sparse Markov and independence models.

Majid Janzamin Animashree Anandkumar

Published in: J. Mach. Learn. Res. (2014)

Keyphrases

high dimensional
statistical models
complex systems
experimental data
conditional independence
sparse data
multiscale
data points
support vector machine
nearest neighbor
multi dimensional
statistical model
covariance matrix
independence assumption