Kernel-Based Differentiable Learning of Non-Parametric Directed Acyclic Graphical Models

20 August 2024

Papers citing "Kernel-Based Differentiable Learning of Non-Parametric Directed Acyclic Graphical Models"

4 / 4 papers shown

Title
DAGMA: Learning DAGs via M-matrices and a Log-Determinant Acyclicity Characterization Kevin Bello Bryon Aragam Pradeep Ravikumar 48 78 0 16 Sep 2022
Active Learning for Optimal Intervention Design in Causal Models Jiaqi Zhang Louis V. Cammarata C. Squires T. Sapsis Caroline Uhler CML 38 24 0 10 Sep 2022
Learning Sparse Nonparametric DAGs Xun Zheng Chen Dan Bryon Aragam Pradeep Ravikumar Eric P. Xing CML 101 258 0 29 Sep 2019
Nonparametric sparsity and regularization Lorenzo Rosasco S. Villa S. Mosci M. Santoro A. Verri 83 102 0 13 Aug 2012