no code implementations • 27 Sep 2018 • Saurav Talukdar, Deepjyoti Deka, Harish Doddi, Donatello Materassi, Misha Chertkov, Murti V. Salapaka
Learning influence pathways of a network of dynamically related processes from observations is of considerable importance in many disciplines.
no code implementations • NeurIPS 2013 • Jinwoo Shin, Andrew E. Gelfand, Misha Chertkov
It was recently shown that BP converges to the correct MAP assignment for a class of loopy GMs with the following common feature: the Linear Programming (LP) relaxation to the MAP problem is tight (has no integrality gap).