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conftrace_

directed graphical model

9 papers

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Also known as

DGM

Co-occurring keywords · papers mentioning both

directed acyclic graph (2) privacy budget allocation (1) bayes net (1) generative population model (1) partial couplings (1) nonparametric baye (1) kernel methods (1) single-cell gene expression (1) closeness testing (1) approximate posterior (1)

Papers

Parameter Estimation in DAGs from Incomplete Data via Optimal Transport ICML 2024 Total Variation Distance Meets Probabilistic Inference ICML 2024 A Unified Knowledge Distillation Framework for Deep Directed Graphical Models CVPR 2023 Directed Graphical Models and Causal Discovery for Zero-Inflated Data CLeaR 2023 Characterizing Distribution Equivalence and Structure Learning for Cyclic and Acyclic Directed Graphs ICML 2020 Data-Dependent Differentially Private Parameter Learning for Directed Graphical Models ICML 2020 Testing Bayesian Networks COLT 2017 A Probabilistic Programming Approach To Probabilistic Data Analysis NeurIPS 2016 Iterative Refinement of the Approximate Posterior for Directed Belief Networks NeurIPS 2016