Rachel Cummings - Concepedia

Author

Rachel Cummings

California Institute of Technology ORCID

Also Known As

Amaresh Siva, Cummings, Rachel, Rachel Cummings

Publications

5.2K

Citations

H-Index

Concepts

All Affiliations

California Institute of Technology University of Pennsylvania Columbia University Georgia Institute of Technology Google (United States)

About

Rachel Cummings is an author at California Institute of Technology specializing in engineering, computer science, and data privacy.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	12	12	688
2	Business	6	6	139
3	Management	3	3	58
4	Arts	1	1	358
5	Law	1	1	125

Rachel Cummings

Publications

Citations

H-Index

Page 1

	Year	Citations
Advances and Open Problems in Federated Learning Peter Kairouz, H. Brendan McMahan, Brendan Avent, Foundations and Trends® in Machine Learning	2020	4.2K
Influence Maximization in Social Networks When Negative Opinions May Emerge and Propagate Wei Chen, Alex Collins, Rachel Cummings, EngineeringInfluence MaximizationNetwork AnalysisSocial InfluenceCommunication	2011	358
On the Compatibility of Privacy and Fairness Rachel Cummings, Varun Gupta, Dhamma Kimpara, Privacy ProtectionEngineeringInformation SecuritySingle ClassifierLaw	2019	125
Accuracy for Sale Rachel Cummings, Katrina Ligett, Aaron Roth, Mathematical ProgrammingEngineeringConsumer ResearchAccuracy And PrecisionUnbiased Estimate	2015	46
Advancing Differential Privacy: Where We Are Now and Future Directions for Real-World Deployment Rachel Cummings, Damien Desfontaines, David Evans, Harvard Data Science Review	2024	31
Attribute Privacy: Framework and Mechanisms Wanrong Zhang, Olga Ohrimenko, Rachel Cummings 2022 ACM Conference on Fairness, Accountability, and Transparency	2022	26
Truthful Linear Regression Rachel Cummings, Stratis Ioannidis, Katrina Ligett arXiv (Cornell University) Privacy ProtectionEngineeringInformation SecurityRegression AnalysisLinear Model	2015	25
Online Learning and Profit Maximization from Revealed Preferences Kareem Amin, Rachel Cummings, Lili Dworkin, Proceedings of the AAAI Conference on Artificial Intelligence Mathematical ProgrammingGame TheoryAlgorithmic LearningOnline LearningRevealed Preference	2015	25
Differentially Private Mixed-Type Data Generation For Unsupervised Learning Uthaipon Tantipongpipat, Chris Waites, Digvijay Boob, Artificial IntelligencePrivacy ProtectionEngineeringMachine LearningData Science	2019	23
Probability 1 computation with chemical reaction networks Rachel Cummings, David Doty, David Soloveichik Natural Computing EngineeringEntropyProbability 1Probabilistic ComputationMathematical Chemistry	2015	22

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