2 citations · 2 across the 1 of their papers we have counts for
2 papers
stat.ML2020★ 2 cited
A Bregman Method for Structure Learning on Sparse Directed Acyclic Graphs
Manon Romain, Alexandre d'Aspremont
We develop a Bregman proximal gradient method for structure learning on linear structural causal models. While the problem is non-convex, has high curvature and is in fact NP-hard,…
cs.LG2018
Adversarially Learned Anomaly Detection
Houssam Zenati, Manon Romain, Chuan Sheng Foo +2
Anomaly detection is a significant and hence well-studied problem. However, developing effective anomaly detection methods for complex and high-dimensional data remains a challenge…