v1v2v3 (latest)

Maximum likelihood estimation in Gaussian models under total positivity

14 February 2017

Papers citing "Maximum likelihood estimation in Gaussian models under total positivity"

21 / 21 papers shown

Title
Leveraging Low-rank Factorizations of Conditional Correlation Matrices in Graph Learning Thu Ha Phi Alexandre Hippert-Ferrer Florent Bouchard A. Breloy 108 0 0 12 Jun 2025
Learning Kronecker-Structured Graphs from Smooth Signals Changhao Shi Zhengchao Wan 51 0 0 14 May 2025
On the local metric property in multivariate extremes Frank Rottger Quentin Schmitz 67 4 0 20 Dec 2022
Adaptive Estimation of Graphical Models under Total Positivity Jiaxi Ying José Vinícius de Miranda Cardoso Daniel P. Palomar 64 4 0 27 Oct 2022
A note on incorrect inferences in non-binary qualitative probabilistic networks J. Carter 35 0 0 19 Aug 2022
Learning with latent group sparsity via heat flow dynamics on networks Subhro Ghosh Soumendu Sundar Mukherjee AI4CE 57 2 0 20 Jan 2022
Total positivity in multivariate extremes Frank Rottger Sebastian Engelke Piotr Zwiernik 64 20 0 29 Dec 2021
Maximum Likelihood Estimation for Brownian Motion Tree Models Based on One Sample Michael Truell Jan-Christian Hütter C. Squires Piotr Zwiernik Caroline Uhler 95 6 0 01 Dec 2021
Sparse Graph Learning Under Laplacian-Related Constraints Jitendra Tugnait 72 12 0 16 Nov 2021
Laplacian Constrained Precision Matrix Estimation: Existence and High Dimensional Consistency E. Pavez 75 5 0 31 Oct 2021
Learning Graph Laplacian with MCP Yangjing Zhang Kim-Chuan Toh Defeng Sun 74 7 0 22 Oct 2020
Locally associated graphical models and mixed convex exponential families Steffen Lauritzen Piotr Zwiernik 89 13 0 11 Aug 2020
Covariance estimation with nonnegative partial correlations Jake A. Soloff Adityanand Guntuboyina Michael I. Jordan 48 10 0 30 Jul 2020
Dependence in elliptical partial correlation graphs D. Rossell Piotr Zwiernik 59 19 0 28 Apr 2020
Universal Inference Larry A. Wasserman Aaditya Ramdas Sivaraman Balakrishnan 109 148 0 24 Dec 2019
Path Weights in Concentration Graphs A. Roverato R. Castelo 18 6 0 12 Jul 2019
Total positivity in exponential families with application to binary variables Steffen Lauritzen Caroline Uhler Piotr Zwiernik 168 13 0 01 May 2019
Maximum Likelihood Estimation for Totally Positive Log-Concave Densities Elina Robeva Bernd Sturmfels N. Tran Caroline Uhler 74 21 0 26 Jun 2018
The Geometry of Gaussoids T. Boege Alessio DÁlì Thomas Kahle Bernd Sturmfels 49 22 0 19 Oct 2017
Gaussian Graphical Models: An Algebraic and Geometric Perspective Caroline Uhler 24 36 0 13 Jul 2017
Learning Graphs with Monotone Topology Properties and Multiple Connected Components Eduardo Pavez Hilmi E. Egilmez Antonio Ortega 87 55 0 31 May 2017