Houssam Zenati

Efficient GAN-Based Anomaly Detection

Houssam Zenati, Chuan-Sheng Foo, Bruno Lecouat et al. · arXiv (Cornell University) · 2018 · 482 citations · Full text

Anomaly Detection Task, Machine Vision, Machine Learning +13

Adversarially Learned Anomaly Detection

Houssam Zenati, Manon Romain, Chuan-Sheng Foo et al. · 2018 · 387 citations

Artificial Intelligence, Anomaly Detection, Machine Learning +13

Optimistic mirror descent in saddle-point problems: Going the extra (gradient) mile

Panayotis Mertikopoulos, Bruno Lecouat, Houssam Zenati et al. · arXiv (Cornell University) · 2018 · 111 citations · Full text

Mathematical Programming, Artificial Intelligence, Large-scale Global Optimization +19

Semi-Supervised Deep Learning for Abnormality Classification in Retinal Images

Bruno Lecouat, Ken Chang, Chuan-Sheng Foo et al. · arXiv (Cornell University) · 2018 · 30 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +19

Mirror descent in saddle-point problems: Going the extra (gradient) mile.

Panayotis Mertikopoulos, Houssam Zenati, Bruno Lecouat et al. · arXiv (Cornell University) · 2018 · 25 citations · Full text

Numerical Analysis, Engineering, Convex Optimization +3