Covariance Estimation in High Dimensions via Kronecker Product Expansions

12 February 2013

Papers citing "Covariance Estimation in High Dimensions via Kronecker Product Expansions"

16 / 16 papers shown

Title
Structured Low-Rank Tensors for Generalized Linear Models Batoul Taki Anand D. Sarwate W. Bajwa 26 2 0 05 Aug 2023
Mode-wise Principal Subspace Pursuit and Matrix Spiked Covariance Model Runshi Tang M. Yuan Anru R. Zhang 45 3 0 02 Jul 2023
On Separability of Covariance in Multiway Data Analysis Dogyoon Song Alfred Hero 21 0 0 05 Feb 2023
Multi-Fidelity Covariance Estimation in the Log-Euclidean Geometry A. Maurais Terrence Alsup Benjamin Peherstorfer Youssef Marzouk 28 7 0 31 Jan 2023
Learning Product Graphs from Spectral Templates A. Einizade S. H. Sardouie 30 6 0 05 Nov 2022
Scalable Bigraphical Lasso: Two-way Sparse Network Inference for Count Data Sijia Li Martín López-García Neil D. Lawrence Luisa Cutillo 32 5 0 15 Mar 2022
Multiway Ensemble Kalman Filter Yu Wang Alfred Hero 18 1 0 08 Dec 2021
Dictionary-based Low-Rank Approximations and the Mixed Sparse Coding problem Jérémy E. Cohen 16 0 0 24 Nov 2021
Efficient Hierarchical Bayesian Inference for Spatio-temporal Regression Models in Neuroimaging Ali Hashemi Yijing Gao Chang Cai Sanjay Ghosh Klaus-Robert Muller S. Nagarajan Stefan Haufe 32 8 0 02 Nov 2021
Guaranteed Functional Tensor Singular Value Decomposition Rungang Han Pixu Shi Anru R. Zhang 34 20 0 09 Aug 2021
Detection thresholds in very sparse matrix completion C. Bordenave Simon Coste R. Nadakuditi 22 25 0 12 May 2020
Autoregressive Identification of Kronecker Graphical Models Mattia Zorzi 27 16 0 29 Apr 2020
Learning Mixtures of Separable Dictionaries for Tensor Data: Analysis and Algorithms Mohsen Ghassemi Z. Shakeri Anand D. Sarwate W. Bajwa 22 16 0 22 Mar 2019
STARK: Structured Dictionary Learning Through Rank-one Tensor Recovery Mohsen Ghassemi Z. Shakeri Anand D. Sarwate W. Bajwa 20 20 0 13 Nov 2017
Matrix-normal models for fMRI analysis Michael Shvartsman N. Sundaram Mikio C. Aoi Adam Charles Theodore L. Willke Jonathan Cohen 15 14 0 08 Nov 2017
Robust SAR STAP via Kronecker Decomposition Kristjan Greenewald E. Zelnio Alfred Hero 33 24 0 05 May 2016