Moritz Hardt - Concepedia

Author

Moritz Hardt

University of California, Berkeley ORCID

Also Known As

Hardt, M., Hardt, Moritz, M. Hardt, Moritz Hardt

158

Publications

15.4K

Citations

H-Index

177

Concepts

All Affiliations

University of California, Berkeley Google (United States)IBM Research - Almaden Princeton University Microsoft (United States)

About

Moritz Hardt is an author at University of California, Berkeley specializing in engineering, computer science, and data science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	40	62	14.2K
2	Business	4	4	221
3	Language Studies	3	3	210
4	Education	2	2	34
5	Arts	1	1	67

Moritz Hardt

Publications

15.2K

Citations

H-Index

Page 1

	Year	Citations
Fairness through awareness Cynthia Dwork, Moritz Hardt, Toniann Pitassi, EngineeringDiscriminationFairness Through AwarenessSocial StratificationClassification Task	2012	3.3K
Understanding deep learning (still) requires rethinking generalization Chiyuan Zhang, Samy Bengio, Moritz Hardt, Communications of the ACM Artificial IntelligenceGeometric LearningConvolutional Neural NetworkEngineeringMachine Learning	2021	2.2K
Equality of Opportunity in Supervised Learning Moritz Hardt, Eric Price, Nathan Srebro arXiv (Cornell University) Artificial IntelligenceEngineeringMachine LearningSpecified Sensitive AttributeDiscrimination	2016	1.9K
Understanding deep learning requires rethinking generalization Chiyuan Zhang, Samy Bengio, Moritz Hardt, arXiv (Cornell University) Artificial IntelligenceConvolutional Neural NetworkDeep Neural NetworksMachine VisionMachine Learning	2016	1.1K
Sanity Checks for Saliency Maps Julius Adebayo, Justin Gilmer, Michael Muelly, arXiv (Cornell University) Convolutional Neural NetworkEngineeringMachine LearningSanity ChecksAttention	2018	603
Train faster, generalize better: stability of stochastic gradient descent Moritz Hardt, Benjamin Recht, Yoram Singer International Conference on Machine Learning Model OptimizationEngineeringMachine LearningMachine Learning ModelStochastic Optimization	2016	398
Equality of Opportunity in Supervised Learning Moritz Hardt, Eric Price, Nathan Srebro arXiv (Cornell University) Artificial IntelligenceEngineeringMachine LearningSpecified Sensitive AttributeDiscrimination	2016	369
Train faster, generalize better: Stability of stochastic gradient descent Moritz Hardt, Benjamin Recht, Yoram Singer arXiv (Cornell University) Model OptimizationEngineeringMachine LearningMachine Learning ModelStochastic Optimization	2015	347
A Multiplicative Weights Mechanism for Privacy-Preserving Data Analysis Moritz Hardt, Guy N. Rothblum Interactive QueriesPrivacy ProtectionEngineeringInformation SecurityInteractive Counting	2010	339
On the geometry of differential privacy Moritz Hardt, Kunal Talwar Theory Of ComputingArbitrary Linear QueriesPrivacy ProtectionEngineeringD Linear Queries	2010	326

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