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Algebraic geometry of Gaussian Bayesian networks

Algebraic geometry of Gaussian Bayesian networks

S. Sullivant
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Papers citing "Algebraic geometry of Gaussian Bayesian networks"

21 / 21 papers shown
Title
Real birational implicitization for statistical models
Real birational implicitization for statistical models
Tobias Boege
Liam Solus
32
0
0
30 Oct 2024
On the Identifiability of Sparse ICA without Assuming Non-Gaussianity
On the Identifiability of Sparse ICA without Assuming Non-Gaussianity
Ignavier Ng
Yujia Zheng
Xinshuai Dong
Kun Zhang
CML
27
5
0
19 Aug 2024
Conditional Independence in Stationary Diffusions
Conditional Independence in Stationary Diffusions
Tobias Boege
Mathias Drton
Benjamin Hollering
Sarah Lumpp
Pratik Misra
Daniela Schkoda
14
1
0
01 Aug 2024
Colored Gaussian DAG models
Colored Gaussian DAG models
Tobias Boege
Kaie Kubjas
Pratik Misra
Liam Solus
37
0
0
05 Apr 2024
Abstract Visual Reasoning: An Algebraic Approach for Solving Raven's Progressive Matrices
Abstract Visual Reasoning: An Algebraic Approach for Solving Raven's Progressive Matrices
Jingyi Xu
Tushar Vaidya
Y. Blankenship
Saket Chandra
Zhangsheng Lai
Kai Fong Ernest Chong
33
8
0
21 Mar 2023
Logarithmic Voronoi Cells for Gaussian Models
Logarithmic Voronoi Cells for Gaussian Models
Yulia Alexandr
Serkan Hosten
11
1
0
03 Mar 2022
Third-Order Moment Varieties of Linear Non-Gaussian Graphical Models
Third-Order Moment Varieties of Linear Non-Gaussian Graphical Models
Carlos Améndola
Mathias Drton
Alexandros Grosdos
R. Homs
Elina Robeva
9
9
0
20 Dec 2021
Algebraic geometry of discrete interventional models
Algebraic geometry of discrete interventional models
Eliana Duarte
Liam Solus
29
6
0
07 Dec 2020
Algebraic Properties of Gaussian HTC-identifiable Graphs
Algebraic Properties of Gaussian HTC-identifiable Graphs
Bohao Yao
R. Evans
11
0
0
28 Nov 2019
Latent tree models
Latent tree models
Piotr Zwiernik
23
12
0
02 Aug 2017
Algebraic Aspects of Conditional Independence and Graphical Models
Algebraic Aspects of Conditional Independence and Graphical Models
Thomas Kahle
Johannes Rauh
S. Sullivant
16
4
0
21 May 2017
Algebraic Problems in Structural Equation Modeling
Algebraic Problems in Structural Equation Modeling
Mathias Drton
14
47
0
18 Dec 2016
Algebraic Methods of Classifying Directed Graphical Models
Algebraic Methods of Classifying Directed Graphical Models
Hajir Roozbehani
Yury Polyanskiy
55
10
0
22 Jan 2014
Discussion: Latent variable graphical model selection via convex optimization
Discussion: Latent variable graphical model selection via convex optimization
Steffen Lauritzen
N. Meinshausen
45
2
0
05 Nov 2012
Discussion: Latent variable graphical model selection via convex optimization
Discussion: Latent variable graphical model selection via convex optimization
M. Yuan
45
4
0
05 Nov 2012
Graphical models in Macaulay2
Graphical models in Macaulay2
Luis David García-Puente
S. Petrović
S. Sullivant
TPM
53
1
0
31 Aug 2012
Generic identification of binary-valued hidden Markov processes
Generic identification of binary-valued hidden Markov processes
A. Schonhuth
57
5
0
19 Jan 2011
Geometry of maximum likelihood estimation in Gaussian graphical models
Geometry of maximum likelihood estimation in Gaussian graphical models
Caroline Uhler
79
84
0
13 Dec 2010
Multivariate Gaussians, Semidefinite Matrix Completion, and Convex Algebraic Geometry
Multivariate Gaussians, Semidefinite Matrix Completion, and Convex Algebraic Geometry
Bernd Sturmfels
Caroline Uhler
56
85
0
18 Jun 2009
Implicit inequality constraints in a binary tree model
Implicit inequality constraints in a binary tree model
Piotr Zwiernik
Jim Q. Smith
TPM
92
31
0
13 Apr 2009
Trek separation for Gaussian graphical models
Trek separation for Gaussian graphical models
S. Sullivant
Kelli Talaska
J. Draisma
117
124
0
10 Dec 2008