$$\ell_0$-penalized maximum likelihood for sparse directed acyclic graphs$

$\ell_0$ -penalized maximum likelihood for sparse directed acyclic graphs

24 May 2012

Sara van de Geer

Papers citing "$\ell_0$-penalized maximum likelihood for sparse directed acyclic graphs"

8 / 8 papers shown

Title
On the Role of Sparsity and DAG Constraints for Learning Linear DAGs Ignavier Ng AmirEmad Ghassami Kun Zhang CML 44 189 0 17 Jun 2020
Strong Faithfulness and Uniform Consistency in Causal Inference Jiji Zhang Peter Spirtes 72 108 0 19 Oct 2012
Geometry of the faithfulness assumption in causal inference Caroline Uhler Garvesh Raskutti Peter Buhlmann B. Yu 94 220 0 02 Jul 2012
A simple approach for finding the globally optimal Bayesian network structure T. Silander P. Myllymäki TPM 77 397 0 27 Jun 2012
Identifiability of Gaussian structural equation models with equal error variances J. Peters Peter Buhlmann CML 161 336 0 11 May 2012
High-dimensional regression with noisy and missing data: Provable guarantees with nonconvexity Po-Ling Loh Martin J. Wainwright 97 560 0 16 Sep 2011
Characterization and Greedy Learning of Interventional Markov Equivalence Classes of Directed Acyclic Graphs Alain Hauser Peter Buhlmann CML 63 425 0 14 Apr 2011
Penalized Likelihood Methods for Estimation of Sparse High Dimensional Directed Acyclic Graphs Ali Shojaie George Michailidis CML 103 200 0 28 Nov 2009