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Total positivity in Markov structures

5 October 2015

Papers citing "Total positivity in Markov structures"

33 / 33 papers shown

Title
Leveraging Low-rank Factorizations of Conditional Correlation Matrices in Graph Learning Thu Ha Phi Alexandre Hippert-Ferrer Florent Bouchard A. Breloy 111 0 0 12 Jun 2025
Learning Large-Scale MTP $_2$ Gaussian Graphical Models via Bridge-Block Decomposition Xiwen Wang Jiaxi Ying Daniel P. Palomar 57 3 0 23 Sep 2023
Network Topology Inference with Sparsity and Laplacian Constraints Jiaxi Ying Xi Han Rui Zhou Xiwen Wang H. C. So 46 2 0 02 Sep 2023
Positivity in Linear Gaussian Structural Equation Models A. Lodhia Jan-Christian Hütter Caroline Uhler Piotr Zwiernik 49 1 0 31 May 2023
Adaptive Estimation of Graphical Models under Total Positivity Jiaxi Ying José Vinícius de Miranda Cardoso Daniel P. Palomar 64 4 0 27 Oct 2022
Learning Graphical Factor Models with Riemannian Optimization Alexandre Hippert-Ferrer Florent Bouchard A. Mian Titouan Vayer A. Breloy 71 10 0 21 Oct 2022
A note on incorrect inferences in non-binary qualitative probabilistic networks J. Carter 37 0 0 19 Aug 2022
Total positivity in multivariate extremes Frank Rottger Sebastian Engelke Piotr Zwiernik 64 20 0 29 Dec 2021
Fast Projected Newton-like Method for Precision Matrix Estimation under Total Positivity Jian-Feng Cai José Vinícius de Miranda Cardoso Daniel P. Palomar Jiaxi Ying 89 11 0 03 Dec 2021
Conditions and Assumptions for Constraint-based Causal Structure Learning Kayvan Sadeghi Terry Soo CML 63 6 0 24 Mar 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 92 13 0 11 Aug 2020
$Does the $\ell_1$-norm Learn a Sparse Graph under Laplacian Constrained Graphical Models?$ Does the $\ell_1$ -norm Learn a Sparse Graph under Laplacian Constrained Graphical Models? Jiaxi Ying J. Cardoso Daniel P. Palomar 47 10 0 26 Jun 2020
Continuous Submodular Maximization: Beyond DR-Submodularity Moran Feldman Amin Karbasi 57 5 0 21 Jun 2020
Dependence in elliptical partial correlation graphs D. Rossell Piotr Zwiernik 59 19 0 28 Apr 2020
Convolutions of Totally Positive Distributions with applications to Kernel Density Estimation Ali Zartash Elina Robeva 13 0 0 06 Oct 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
Estimation of Monge Matrices Jan-Christian Hütter Cheng Mao Philippe Rigollet Elina Robeva 48 9 0 05 Apr 2019
Efficient Structured Matrix Recovery and Nearly-Linear Time Algorithms for Solving Inverse Symmetric $M$ -Matrices A. Jambulapati Kirankumar Shiragur Aaron Sidford 52 5 0 15 Dec 2018
Markov Properties of Discrete Determinantal Point Processes Kayvan Sadeghi Alessandro Rinaldo 16 3 0 04 Oct 2018
Model-Preserving Sensitivity Analysis for Families of Gaussian Distributions Christiane Görgen Manuele Leonelli OOD 22 5 0 27 Sep 2018
A fast Metropolis-Hastings method for generating random correlation matrices Irene Córdoba Gherardo Varando C. Bielza P. Larrañaga 11 6 0 02 Sep 2018
Maximum Likelihood Estimation for Totally Positive Log-Concave Densities Elina Robeva Bernd Sturmfels N. Tran Caroline Uhler 83 21 0 26 Jun 2018
The Geometry of Gaussoids T. Boege Alessio DÁlì Thomas Kahle Bernd Sturmfels 54 22 0 19 Oct 2017
Gaussian Graphical Models: An Algebraic and Geometric Perspective Caroline Uhler 29 36 0 13 Jul 2017
Detecting confounding in multivariate linear models via spectral analysis Dominik Janzing B. Schoelkopf 60 40 0 05 Apr 2017
Variational Analysis of Constrained M-Estimators J. Royset R. Wets 42 15 0 26 Feb 2017
Maximum likelihood estimation in Gaussian models under total positivity Steffen Lauritzen Caroline Uhler Piotr Zwiernik 158 70 0 14 Feb 2017
Faithfulness of Probability Distributions and Graphs Kayvan Sadeghi 90 41 0 29 Jan 2017
Graphical Models for Discrete and Continuous Data Rui Zhuang Noah Simon Johannes Lederer 58 4 0 18 Sep 2016
Pairwise Markov properties for regression graphs Kayvan Sadeghi N. Wermuth 52 14 0 30 Dec 2015
Palindromic Bernoulli distributions G. M. Marchetti N. Wermuth 57 16 0 30 Oct 2015