conftrace_

gaussian bayesian network

5 papers

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Also known as

GBN

Co-occurring keywords

query answering (70) lifted inference (46) sample complexity (1169) structure learning (341) joint distribution (28) penalized likelihood (7) symbolic inference (7) dag structure learning (7) variable symmetry (1) concave penalty (2)

Papers

Learning Sparse Fixed-Structure Gaussian Bayesian Networks AISTATS 2022
Handling Overlaps When Lifting Gaussian Bayesian Networks IJCAI 2021
Lifted Query Answering in Gaussian Bayesian Networks PGM 2020
Learning Identifiable Gaussian Bayesian Networks in Polynomial Time and Sample Complexity NIPS 2017
Concave Penalized Estimation of Sparse Gaussian Bayesian Networks JMLR 2015