conftrace_

non-gaussian distribution

7 papers

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Co-occurring keywords · papers mentioning both

transport map (3) structural equation model (3) conditional independence (3) probabilistic graphical model (2) graphical model (2) causal discovery (2) structure learning (2) causal inference (2) linear non-gaussian acyclic model (1) multivariate distribution (1)

Papers

Causal Discovery for Linear Non-Gaussian Models with Disjoint Cycles UAI 2025 Learning Local Neighborhoods of Non-Gaussian Graphical Models AAAI 2025 Learning Non-Gaussian Graphical Models via Hessian Scores and Triangular Transport JMLR 2024 Beyond normality: Learning sparse probabilistic graphical models in the non-Gaussian setting NeurIPS 2017 Bayesian Estimation of Causal Direction in Acyclic Structural Equation Models with Individual-specific Confounder Variables and Non-Gaussian Distributions JMLR 2014 Dynamic Copula Networks for Modeling Real-valued Time Series AISTATS 2013 A Linear Non-Gaussian Acyclic Model for Causal Discovery JMLR 2006