Rachel Cummings

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