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Rachel Cummings
Rachel Cummings
Columbia University
Подтвержден адрес электронной почты в домене columbia.edu - Главная страница
Название
Процитировано
Процитировано
Год
Advances and open problems in federated learning
P Kairouz, HB McMahan, B Avent, A Bellet, M Bennis, AN Bhagoji, ...
72082021
Influence Maximization in Social Networks When Negative Opinions May Emerge and Propagate.
W Chen, A Collins, R Cummings, T Ke, Z Liu, D Rincon, X Sun, Y Wang, ...
SIAM International Conference on Data Mining (SDM), 379-390, 2011
4662011
Mariana Raykova, Dawn Song, Weikang Song, Sebastian U
P Kairouz, HB McMahan, B Avent, A Bellet, M Bennis, AN Bhagoji, ...
Stich, Ziteng Sun, Ananda Theertha Suresh, Florian Tramèr, Praneeth …, 2021
2122021
On the compatibility of privacy and fairness
R Cummings, V Gupta, D Kimpara, J Morgenstern
Adjunct publication of the 27th conference on user modeling, adaptation and …, 2019
2072019
" I need a better description": An Investigation Into User Expectations For Differential Privacy
R Cummings, G Kaptchuk, EM Redmiles
Proceedings of the 2021 ACM SIGSAC Conference on Computer and Communications …, 2021
1132021
Truthful linear regression
R Cummings, S Ioannidis, K Ligett
Conference on Learning Theory (COLT), 448-483, 2015
802015
Adaptive learning with robust generalization guarantees
R Cummings, K Ligett, K Nissim, A Roth, ZS Wu
Conference on Learning Theory (COLT), 772-814, 2016
712016
Advances and open problems in federated learning. arXiv 2019
P Kairouz, HB McMahan, B Avent, A Bellet, M Bennis, AN Bhagoji, ...
arXiv preprint arXiv:1912.04977, 2019
672019
Speed faults in computation by chemical reaction networks
HL Chen, R Cummings, D Doty, D Soloveichik
International Symposium on Distributed Computing (DISC), 16-30, 2014
622014
Accuracy for sale: Aggregating data with a variance constraint
R Cummings, K Ligett, A Roth, ZS Wu, J Ziani
Conference on Innovations in Theoretical Computer Science (ITCS), 317-324, 2015
602015
Privacy and truthful equilibrium selection for aggregative games
R Cummings, M Kearns, A Roth, ZS Wu
Conference Web and Internet Economics (WINE), 286-299, 2015
592015
Differential privacy for growing databases
R Cummings, S Krehbiel, KA Lai, U Tantipongpipat
Advances in Neural Information Processing Systems 31, 2018
532018
The role of differential privacy in gdpr compliance
R Cummings, D Desai
FAT’18: Proceedings of the Conference on Fairness, Accountability, and …, 2018
522018
Attribute privacy: Framework and mechanisms
W Zhang, O Ohrimenko, R Cummings
Proceedings of the 2022 ACM Conference on Fairness, Accountability, and …, 2022
472022
Probability 1 computation with chemical reaction networks
R Cummings, D Doty, D Soloveichik
International Conference on DNA Computing and Molecular Programming (DNA), 37-52, 2014
472014
What are the chances? explaining the epsilon parameter in differential privacy
P Nanayakkara, MA Smart, R Cummings, G Kaptchuk, EM Redmiles
32nd USENIX Security Symposium (USENIX Security 23), 1613-1630, 2023
462023
Differentially private change-point detection
R Cummings, S Krehbiel, Y Mei, R Tuo, W Zhang
Advances in neural information processing systems 31, 2018
432018
Challenges towards the next frontier in privacy
R Cummings, D Desfontaines, D Evans, R Geambasu, M Jagielski, ...
arXiv preprint arXiv:2304.06929 1, 2023
372023
Online learning and profit maximization from revealed preferences
K Amin, R Cummings, L Dworkin, M Kearns, A Roth
Conference on Artificial Intelligence (AAAI), 770-776, 2015
362015
Outlier-robust optimal transport: Duality, structure, and statistical analysis
S Nietert, Z Goldfeld, R Cummings
International Conference on Artificial Intelligence and Statistics, 11691-11719, 2022
352022
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