Houssam Zenati - Concepedia

Concepedia

Author

Houssam Zenati

Institute for Infocomm Research

Also Known As

Houssam Zenati, Zenati, Houssam

26

Publications

1.1K

Citations

10

H-Index

30

Concepts

All Affiliations

Institute for Infocomm Research Agency for Science, Technology and Research Singapore University of Technology and Design

HZ

About

Houssam Zenati is an author at Institute for Infocomm Research specializing in engineering, deep learning, and machine learning.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	8	8	1.1K
2	Data Science	6	6	949
3	Computer Science	4	4	1K
4	Artificial Intelligence	3	3	521
5	Medicine	1	1	30

Houssam Zenati

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9

Publications

1.1K

Citations

9

H-Index

	Year	Citations
Efficient GAN-Based Anomaly Detection Houssam Zenati, Chuan-Sheng Foo, Bruno Lecouat, arXiv (Cornell University) Anomaly Detection TaskMachine VisionMachine LearningData ScienceAnomaly Detection	2018	482
Adversarially Learned Anomaly Detection Houssam Zenati, Manon Romain, Chuan-Sheng Foo, Artificial IntelligenceAnomaly DetectionMachine LearningData ScienceEngineering	2018	387
Optimistic mirror descent in saddle-point problems: Going the extra (gradient) mile Panayotis Mertikopoulos, Bruno Lecouat, Houssam Zenati, arXiv (Cornell University) Mathematical ProgrammingArtificial IntelligenceLarge-scale Global OptimizationEngineeringMachine Learning	2018	111
Semi-Supervised Deep Learning for Abnormality Classification in Retinal Images Bruno Lecouat, Ken Chang, Chuan-Sheng Foo, arXiv (Cornell University) Convolutional Neural NetworkEngineeringMachine LearningAutoencodersDiabetic Retinopathy	2018	30
Mirror descent in saddle-point problems: Going the extra (gradient) mile. Panayotis Mertikopoulos, Houssam Zenati, Bruno Lecouat, arXiv (Cornell University) Numerical AnalysisEngineeringConvex OptimizationDerivative-free OptimizationInverse Problems	2018	25
Adversarially Learned Anomaly Detection Houssam Zenati, Manon Romain, Chuan-Sheng Foo, arXiv (Cornell University) Artificial IntelligenceAnomaly DetectionMachine LearningData ScienceEngineering	2018	23
Optimistic mirror descent in saddle-point problems: Going the extra (gradient) mile Panayotis Mertikopoulos, Bruno Lecouat, Houssam Zenati, HAL (Le Centre pour la Communication Scientifique Directe)	2018	17
Semi-Supervised Learning with GANs: Revisiting Manifold Regularization Bruno Lecouat, Chuan-Sheng Foo, Houssam Zenati, arXiv (Cornell University) Machine VisionMachine LearningData ScienceEngineeringPattern Recognition	2018	14
Manifold regularization with GANs for semi-supervised learning Bruno Lecouat, Chuan-Sheng Foo, Houssam Zenati, arXiv (Cornell University) EngineeringMachine LearningManifold RegularizationGenerative SystemImage Analysis	2018	13

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