Scalable network reconstruction in subquadratic time

2 January 2024

Papers citing "Scalable network reconstruction in subquadratic time"

10 / 10 papers shown

Title
Network reconstruction via the minimum description length principle Tiago P. Peixoto 82 6 0 02 May 2024
Empirical complexity of comparator-based nearest neighbor descent Jacob D. Baron R. Darling 60 6 0 30 Jan 2022
Network reconstruction and community detection from dynamics Tiago P. Peixoto 78 117 0 26 Mar 2019
UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction Leland McInnes John Healy James Melville 205 9,492 0 09 Feb 2018
Network Inference via the Time-Varying Graphical Lasso David Hallac Youngsuk Park Stephen P. Boyd J. Leskovec 79 203 0 06 Mar 2017
Structure Learning in Graphical Modeling Mathias Drton Marloes H. Maathuis CML 103 252 0 07 Jun 2016
The Graphical Lasso: New Insights and Alternatives Rahul Mazumder Trevor Hastie 114 289 0 23 Nov 2011
Information-theoretic limits of selecting binary graphical models in high dimensions N. Santhanam Martin J. Wainwright 149 204 0 16 May 2009
$High-Dimensional Graphical Model Selection Using $\ell_1$-Regularized Logistic Regression$ High-Dimensional Graphical Model Selection Using $\ell_1$ -Regularized Logistic Regression Pradeep Ravikumar Martin J. Wainwright John D. Lafferty 310 177 0 26 Apr 2008
Reconstruction of Markov Random Fields from Samples: Some Easy Observations and Algorithms Guy Bresler Elchanan Mossel Allan Sly 111 159 0 10 Dec 2007