2025
Learning Local Neighborhoods of Non-Gaussian Graphical Models
AAAI 2025technical
Identifying the Markov properties or conditional independencies of a collection of random variables is a fundamental task in statistics for modeling and inference. Existing approaches often learn the structure of a probabilistic graph, which encodes these dependencies, by assuming that the variables…