conftrace_

graphical model

864 papers

Explore in graph

Also known as

GM

Co-occurring keywords

structure learning (341) causal inference (1630) bayesian network (378) causal discovery (460) probabilistic inference (312) belief propagation (177) approximate inference (253) probabilistic modeling (852) bayesian inference (1907) markov random field (303)

Papers

Interventional Causal Discovery in a Mixture of DAGs NIPS 2024
Evidence Estimation in Gaussian Graphical Models Using a Telescoping Block Decomposition of the Precision Matrix JMLR 2024
Information Theoretically Optimal Sample Complexity of Learning Dynamical Directed Acyclic Graphs AISTATS 2024
On the Lasso for Graphical Continuous Lyapunov Models CLEAR 2024
Learning Non-Gaussian Graphical Models via Hessian Scores and Triangular Transport JMLR 2024
Colour Passing Revisited: Lifted Model Construction with Commutative Factors AAAI 2024
Fairness-Aware Estimation of Graphical Models NIPS 2024
Complete Graphical Criterion for Sequential Covariate Adjustment in Causal Inference NIPS 2024
Identifying Causal Effects Under Functional Dependencies NIPS 2024
Optimal estimation of Gaussian (poly)trees AISTATS 2024
On the Parameter Identifiability of Partially Observed Linear Causal Models NIPS 2024
Sparse Graphical Linear Dynamical Systems JMLR 2024
On Sufficient Graphical Models JMLR 2024
Functional Directed Acyclic Graphs JMLR 2024
Linear Uncertainty Quantification of Graphical Model Inference NIPS 2024
Methods for recovering conditional independence graphs (Abstract Reprint) IJCAI 2024
Learning bounded-degree polytrees with known skeleton ALT 2024
Breaking the curse of dimensionality in structured density estimation NIPS 2024
Filter, Rank, and Prune: Learning Linear Cyclic Gaussian Graphical Models AISTATS 2024
Joint Selection: Adaptively Incorporating Public Information for Private Synthetic Data AISTATS 2024
Learning Cartesian Product Graphs with Laplacian Constraints AISTATS 2024
Regularized Joint Mixture Models JMLR 2023
Contextual Stochastic Block Model: Sharp Thresholds and Contiguity JMLR 2023
Adaptive Estimation of Graphical Models under Total Positivity ICML 2023
Mixtures of All Trees AISTATS 2023