Learning Polytrees

23 January 2013

Papers citing "Learning Polytrees"

16 / 16 papers shown

Title
Optimal estimation of Gaussian (poly)trees Yuhao Wang Ming Gao Wai Ming Tai Bryon Aragam Arnab Bhattacharyya TPM 16 1 0 09 Feb 2024
Learning Linear Gaussian Polytree Models with Interventions D. Tramontano L. Waldmann Mathias Drton Eliana Duarte 39 0 0 08 Nov 2023
Learning bounded-degree polytrees with known skeleton Davin Choo Joy Qiping Yang Arnab Bhattacharyya C. Canonne 18 2 0 10 Oct 2023
Learning the Finer Things: Bayesian Structure Learning at the Instantiation Level Chase Yakaboski E. Santos 13 2 0 08 Mar 2023
Graph Neural Networks Designed for Different Graph Types: A Survey J. M. Thomas Alice Moallemy-Oureh Silvia Beddar-Wiesing Clara Holzhuter 23 29 0 06 Apr 2022
Efficient Bayesian network structure learning via local Markov boundary search Ming Gao Bryon Aragam 30 17 0 12 Oct 2021
Learning Ising Models with Independent Failures Surbhi Goel D. Kane Adam R. Klivans 19 15 0 13 Feb 2019
Learning Data Dependency with Communication Cost Hyeryung Jang Hyungseok Song Yung Yi 6 1 0 29 Apr 2018
Learning linear structural equation models in polynomial time and sample complexity Asish Ghoshal Jean Honorio CML 28 83 0 15 Jul 2017
Learning Identifiable Gaussian Bayesian Networks in Polynomial Time and Sample Complexity Asish Ghoshal Jean Honorio CML TPM 32 55 0 03 Mar 2017
Learning a Tree-Structured Ising Model in Order to Make Predictions Guy Bresler Mina Karzand 52 46 0 22 Apr 2016
Selective Greedy Equivalence Search: Finding Optimal Bayesian Networks Using a Polynomial Number of Score Evaluations D. M. Chickering Christopher Meek 33 27 0 06 Jun 2015
Structure learning of antiferromagnetic Ising models Guy Bresler D. Gamarnik Devavrat Shah 44 43 0 03 Dec 2014
Efficiently learning Ising models on arbitrary graphs Guy Bresler 27 200 0 22 Nov 2014
SparsityBoost: A New Scoring Function for Learning Bayesian Network Structure Eliot Brenner David Sontag 51 41 0 26 Sep 2013
Large-Sample Learning of Bayesian Networks is NP-Hard D. M. Chickering Christopher Meek David Heckerman BDL 53 789 0 19 Oct 2012