Causal Network Inference via Group Sparse Regularization

Causal Network Inference via Group Sparse Regularization

3 June 2011

Andrew K. Bolstad

Robert D. Nowak

Papers citing "Causal Network Inference via Group Sparse Regularization"

12 / 12 papers shown

Title
Estimation of a Causal Directed Acyclic Graph Process using Non-Gaussianity A. Einizade S. H. Sardouie CML 29 0 0 24 Nov 2022
Sparsity in Continuous-Depth Neural Networks H. Aliee Till Richter Mikhail Solonin I. Ibarra Fabian J. Theis Niki Kilbertus 29 10 0 26 Oct 2022
Online Graph Topology Learning from Matrix-valued Time Series Yiye Jiang Jérémie Bigot Sofian Maabout AI4TS 25 3 0 16 Jul 2021
Blind identification of stochastic block models from dynamical observations Michael T. Schaub Santiago Segarra J. Tsitsiklis 16 33 0 22 May 2019
Learning graphs from data: A signal representation perspective Xiaowen Dong D. Thanou Michael G. Rabbat P. Frossard 29 374 0 03 Jun 2018
SILVar: Single Index Latent Variable Models Jonathan Mei José M. F. Moura 15 24 0 09 May 2017
Learning conditional independence structure for high-dimensional uncorrelated vector processes Nguyen Tran Quang A. Jung 17 7 0 13 Sep 2016
Validity of time reversal for testing Granger causality I. Winkler Danny Panknin Daniel Bartz K. Müller Stefan Haufe 14 57 0 25 Sep 2015
Signal Processing on Graphs: Causal Modeling of Unstructured Data Jonathan Mei José M. F. Moura CML AI4TS 25 191 0 28 Feb 2015
Graphical LASSO Based Model Selection for Time Series A. Jung Gabor Hannak N. Goertz 28 64 0 05 Oct 2014
Compressive Nonparametric Graphical Model Selection For Time Series A. Jung Reinhard Heckel Helmut Bölcskei F. Hlawatsch CML 53 18 0 13 Nov 2013
Support Recovery for the Drift Coefficient of High-Dimensional Diffusions José Bento M. Ibrahimi 35 6 0 19 Aug 2013