CoLiDE: Concomitant Linear DAG Estimation

SS Saboksayr, G Mateos, M Tepper - arXiv preprint arXiv:2310.02895, 2023 - arxiv.org
We deal with the combinatorial problem of learning directed acyclic graph (DAG) structure
from observational data adhering to a linear structural equation model (SEM). Leveraging …

Network Topology Inference: Accounting for Directionality, Learning Tasks, and Data Streams

SS Saboksayr - 2024 - search.proquest.com
Abstract Graph Signal Processing (GSP) plays a crucial role in addressing the growing need
for information processing across networks, especially in tasks like supervised classification …