Alexis Bellot

Scores for Learning Discrete Causal Graphs with Unobserved Confounders

2024 · Proceedings of the AAAI Conference on Artificial Intelligence

Structural learning is arguably one of the most challenging and pervasive tasks found throughout the data sciences. There exists a growing literature that studies structural learning in non-parametric settings where conditional independence constraints are taken …