conftrace_

discrete models

3 papers

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Co-occurring keywords

graphical model (864) parameter learning (65) graphical lasso (31) conditional independence (113) structure estimation (7) perturbation method (12) probability generating function (3) covariance matrice (5) posterior computation (2) exact bayesian inference (1)

Papers

Exact Bayesian Inference on Discrete Models via Probability Generating Functions: A Probabilistic Programming Approach NIPS 2023

Structure estimation for discrete graphical models: Generalized covariance matrices and their inverses NIPS 2012

Implicit Differentiation by Perturbation NIPS 2010