Booth School of Business, University of Chicago, Chicago, IL 60637; Machine Learning Department, Carnegie Mellon University, Pittsburgh, PA 15213
Chang Deng, Kevin Bello, Pradeep Ravikumar, Bryon Aragam
global optimization;nonconvex optimization;graphical models;directed acyclic graphs;structure learning
Global Optimality in Bivariate Gradient-based DAG Learning