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discrete models

3 papers

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Co-occurring keywords · papers mentioning both

graphical model (2) parameter learning (1) inverse covariance matrix (1) graphical lasso (1) conditional independence (1) structure estimation (1) perturbation method (1) probability generating function (1) covariance matrice (1) posterior computation (1)

Papers

Exact Bayesian Inference on Discrete Models via Probability Generating Functions: A Probabilistic Programming Approach NeurIPS 2023 Structure estimation for discrete graphical models: Generalized covariance matrices and their inverses NeurIPS 2012 Implicit Differentiation by Perturbation NeurIPS 2010