Learning the Conditional Independence Structure of Stationary Time Series: A Multitask Learning Approach

4 April 2014

Papers citing "Learning the Conditional Independence Structure of Stationary Time Series: A Multitask Learning Approach"

5 / 5 papers shown

Title
Sparse-Group Log-Sum Penalized Graphical Model Learning For Time Series Jitendra Tugnait 23 6 0 29 Apr 2022
On Sparse High-Dimensional Graphical Model Learning For Dependent Time Series Jitendra Tugnait CML 23 13 0 15 Nov 2021
Learning conditional independence structure for high-dimensional uncorrelated vector processes Nguyen Tran Quang A. Jung 15 7 0 13 Sep 2016
Graphical LASSO Based Model Selection for Time Series A. Jung Gabor Hannak N. Goertz 28 64 0 05 Oct 2014
Taking Advantage of Sparsity in Multi-Task Learning Karim Lounici Massimiliano Pontil Alexandre B. Tsybakov Sara van de Geer 181 292 0 09 Mar 2009