Aaron Roth - Concepedia

Author

Aaron Roth

Also Known As

A. Roth, Aaron L. Roth, Aaron Leon Roth, Aaron Roth, Globus Harris, Ira, Roth, Aaron, Roth, Aaron L., Roth, Alexander, Zhang, Jiayao

301

Publications

17.3K

Citations

H-Index

165

Concepts

All Affiliations

University of Pennsylvania California University of Pennsylvania Microsoft (United States)Carnegie Mellon University Philadelphia University

About

Aaron Roth is an author at University of Pennsylvania specializing in engineering, computer science, and data science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	40	77	6.9K
2	Business	25	38	2.4K
3	Language Studies	6	6	708
4	Arts	2	2	53
5	Education	1	1	61

Aaron Roth

108

Publications

12.4K

Citations

H-Index

Page 1

	Year	Citations
The Algorithmic Foundations of Differential Privacy Cynthia Dwork, Aaron Roth Foundations and Trends® in Theoretical Computer Science	2014	3.9K
Fairness in Criminal Justice Risk Assessments: The State of the Art Richard A. Berk, Hoda Heidari, Shahin Jabbari, Sociological Methods & Research Public PolicyEngineeringCriminal Justice SystemOffender ClassificationBias	2018	975
A learning theory approach to non-interactive database privacy Avrim Blum, Katrina Ligett, Aaron Roth Privacy ProtectionEngineeringInformation SecurityComputational ComplexityData Science	2008	521
A snapshot of the frontiers of fairness in machine learning Alexandra Chouldechova, Aaron Roth Communications of the ACM Artificial IntelligenceEngineeringMachine LearningAlgorithmic AccountabilityFairness In Natural Language Processing	2020	332
The reusable holdout: Preserving validity in adaptive data analysis Cynthia Dwork, Vitaly Feldman, Moritz Hardt, Science	2015	310
Preventing Fairness Gerrymandering: Auditing and Learning for Subgroup Fairness Michael Kearns, Seth Neel, Aaron Roth, arXiv (Cornell University) EngineeringMachine LearningDiscriminationLawData Science	2017	303
Differential Privacy: An Economic Method for Choosing Epsilon Justin Hsu, Marco Gaboardi, Andreas Haeberlen,	2014	266
The Ethical Algorithm: The Science of Socially Aware Algorithm Design Michael Kearns, Aaron Roth Perspectives on Science and Christian Faith Artificial IntelligenceComputer EthicComputational Social ScienceEngineeringSocial Computing	2021	266
Preserving Statistical Validity in Adaptive Data Analysis Cynthia Dwork, Vitaly Feldman, Moritz Hardt, Discovery TechniqueEngineeringStatistical ValidityData ScienceData Mining	2015	260
Selling privacy at auction Arpita Ghosh, Aaron Roth Electronic AuctionPrivacy ProtectionEngineeringInformation SecurityFixed Budget	2011	260

Page 1