Marc’Aurelio Ranzato

Author

Also Known As

Marc'Aurelio Ranzato, Marc'aurelio Ranzato, Marc’Aurelio Ranzato, Przytycka, Teresa M., Ranzato, Marc'Aurelio, Ranzato, Marc'aurelio, Ranzato, MarcAurelio

110

Publications

26.2K

Citations

H-Index

116

Concepts

All Affiliations

Meta (Israel)Google (United States)University of Toronto Meta (United States)Stanford University

About

Marc’Aurelio Ranzato is an author at Meta (Israel) specializing in engineering, machine learning, and data science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	41	55	18.1K
2	Language Studies	15	16	3.6K
3	Education	3	3	699
4	Arts	2	2	230
5	Social Sciences	2	2	823

Marc’Aurelio Ranzato

Publications

24.7K

Citations

H-Index

Page 1

	Year	Citations
DeepFace: Closing the Gap to Human-Level Performance in Face Verification Yaniv Taigman, Ming Yang, Marc’Aurelio Ranzato, Convolutional Neural NetworkEngineeringMachine LearningBiometricsConventional Pipeline	2014	6.5K
Large Scale Distributed Deep Networks Jay B. Dean, Greg S. Corrado, Rajat Monga,	2012	2.9K
DeViSE: A Deep Visual-Semantic Embedding Model Andrea Frome, Greg S. Corrado, Jon Shlens,	2013	2.1K
Unsupervised Learning of Invariant Feature Hierarchies with Applications to Object Recognition Marc’Aurelio Ranzato, Fu Jie Huang, Y-Lan Boureau, Convolutional Neural NetworkEngineeringMachine LearningFeature DetectionRobust Feature	2007	1.1K
Sequence Level Training with Recurrent Neural Networks Marc’Aurelio Ranzato, Sumit Chopra, Michael Auli, arXiv (Cornell University) Structured PredictionEngineeringMachine LearningSequential LearningSequence Level Training	2015	945
Sparse Feature Learning for Deep Belief Networks Marc’Aurelio Ranzato, Y-Lan Boureau, Y. Le Cun Neural Information Processing Systems EngineeringMachine LearningAutoencodersUnsupervised Machine LearningImage Analysis	2007	713
Predicting Parameters in Deep Learning Misha Denil, Babak Shakibi, Laurent Dinh, arXiv (Cornell University) Artificial IntelligenceConvolutional Neural NetworkHyperparameter EstimationEngineeringMachine Learning	2013	704
Sequence Level Training with Recurrent Neural Networks Marc’Aurelio Ranzato, Sumit Chopra, Michael Auli, International Conference on Learning Representations Structured PredictionEngineeringMachine LearningSequential LearningRecurrent Neural Network	2016	670
Building high-level features using large scale unsupervised learning Marc’Aurelio Ranzato, Rajat Monga, Matthieu Devin, International Conference on Machine Learning Convolutional Neural NetworkEngineeringMachine LearningAutoencodersFace Detector	2012	667
Word translation without parallel data Guillaume Lample, Alexis Conneau, Marc’Aurelio Ranzato, International Conference on Learning Representations Natural Language ProcessingComputer-assisted TranslationEngineeringComputational LinguisticsLinguistics	2018	647

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