A Bregman Method for Structure Learning on Sparse Directed Acyclic Graphs

1 code implementation • 5 Nov 2020 • Manon Romain, Alexandre d'Aspremont

We develop a Bregman proximal gradient method for structure learning on linear structural causal models.

Adversarially Learned Anomaly Detection

4 code implementations • 6 Dec 2018 • Houssam Zenati, Manon Romain, Chuan Sheng Foo, Bruno Lecouat, Vijay Ramaseshan Chandrasekhar

Anomaly detection is a significant and hence well-studied problem.

Anomaly Detection