Learning Sparse Gaussian Graphical Models

Seminar: 
Combinatorics Seminar
Event time: 
Thursday, April 23, 2015 - 10:00am to 11:00am
Location: 
215 LOM
Speaker: 
Sekhar Tatikonda
Speaker affiliation: 
Yale
Event description: 

We provide an algorithm and analysis for learning the
topology of sparse Gaussian Markov random fields. The notion of sparsity we consider is that of k-separability.