2 papers
cs.LG2026
Causal Graph Learning via Distributional Invariance of Cause-Effect Relationship
Nang Hung Nguyen, Phi Le Nguyen, Thao Nguyen Truong +2
This paper introduces a new framework for recovering causal graphs from observational data, leveraging the observation that the distribution of an effect, conditioned on its causes…
cs.SI2024
VEC-SBM: Optimal Community Detection with Vectorial Edges Covariates
Guillaume Braun, Masashi Sugiyama
Social networks are often associated with rich side information, such as texts and images. While numerous methods have been developed to identify communities from pairwise interact…