Global Optimality in Bivariate Gradient-based DAG Learning

30 June 2023

Papers citing "Global Optimality in Bivariate Gradient-based DAG Learning"

5 / 5 papers shown

Title
Bivariate Causal Discovery for Categorical Data via Classification with Optimal Label Permutation Yang Ni CML 16 5 0 18 Sep 2022
DAGMA: Learning DAGs via M-matrices and a Log-Determinant Acyclicity Characterization Kevin Bello Bryon Aragam Pradeep Ravikumar 48 78 0 16 Sep 2022
DAGs with No Fears: A Closer Look at Continuous Optimization for Learning Bayesian Networks Dennis L. Wei Tian Gao Yue Yu CML 50 71 0 18 Oct 2020
Learning Sparse Nonparametric DAGs Xun Zheng Chen Dan Bryon Aragam Pradeep Ravikumar Eric P. Xing CML 101 258 0 29 Sep 2019
The Loss Surfaces of Multilayer Networks A. Choromańska Mikael Henaff Michaël Mathieu Gerard Ben Arous Yann LeCun ODL 175 1,184 0 30 Nov 2014