Concepedia

Rachel Cummings

RC

18

Publications

5K

Citations

14

H-Index

2011

Active since

Affiliations

California Institute of Technology(Current)

University of Pennsylvania

Columbia University

Georgia Institute of Technology

Google (United States)

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

Top concepts

EngineeringData PrivacyComputer SciencePrivacyData ScienceMechanism DesignExperimental EconomicsBusinessEconomicsData Security

Publications per year

2011–2024

18

Publications

18

Advances and Open Problems in Federated Learning

Peter Kairouz, H. Brendan McMahan, Brendan Avent et al. · Foundations and Trends® in Machine Learning · 2020 · 4.2K citations · Full text

Influence Maximization in Social Networks When Negative Opinions May Emerge and Propagate

Wei Chen, Alex Collins, Rachel Cummings et al. · 2011 · 358 citations · Full text

Engineering, Influence Maximization, Network Analysis +18

On the Compatibility of Privacy and Fairness

Rachel Cummings, Varun Gupta, Dhamma Kimpara et al. · 2019 · 125 citations

Privacy Protection, Engineering, Information Security +17

Accuracy for Sale

Rachel Cummings, Katrina Ligett, Aaron Roth et al. · 2015 · 46 citations

Mathematical Programming, Engineering, Consumer Research +24

Advancing Differential Privacy: Where We Are Now and Future Directions for Real-World Deployment

Rachel Cummings, Damien Desfontaines, David Evans et al. · Harvard Data Science Review · 2024 · 31 citations · Full text

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