Follow
Wei-Ning Chen
Title
Cited by
Cited by
Year
Breaking the communication-privacy-accuracy trilemma
WN Chen, P Kairouz, A Ozgur
Advances in Neural Information Processing Systems 33, 3312-3324, 2020
462020
Fisher information under local differential privacy
LP Barnes, WN Chen, A Özgür
IEEE Journal on Selected Areas in Information Theory 1 (3), 645-659, 2020
232020
Adaptive group testing on networks with community structure
S Ahn, WN Chen, A Özgür
2021 IEEE International Symposium on Information Theory (ISIT), 1242-1247, 2021
202021
Anonymous heterogeneous distributed detection: Optimal decision rules, error exponents, and the price of anonymity
WN Chen, IH Wang
IEEE Transactions on Information Theory 65 (11), 7390-7406, 2019
102019
Differentially private federated learning: An information-theoretic perspective
S Asoodeh, WN Chen, FP Calmon, A Özgür
2021 IEEE International Symposium on Information Theory (ISIT), 344-349, 2021
92021
Breaking the dimension dependence in sparse distribution estimation under communication constraints
WN Chen, P Kairouz, A Ozgur
Conference on Learning Theory, 1028-1059, 2021
42021
On the fundamental limits of heterogeneous distributed detection: Price of anonymity
WN Chen, HC Chen, IH Wang
2018 IEEE International Symposium on Information Theory (ISIT), 1056-1060, 2018
32018
Partial data extraction via noisy histogram queries: Information theoretic bounds
WN Chen, IH Wang
2017 IEEE International Symposium on Information Theory (ISIT), 2488-2492, 2017
32017
The Fundamental Price of Secure Aggregation in Differentially Private Federated Learning
WN Chen, CA Choquette-Choo, P Kairouz, AT Suresh
arXiv preprint arXiv:2203.03761, 2022
22022
Optimal Compression of Locally Differentially Private Mechanisms
A Shah, WN Chen, J Balle, P Kairouz, L Theis
International Conference on Artificial Intelligence and Statistics, 7680-7723, 2022
12022
Pointwise Bounds for Distribution Estimation under Communication Constraints
WN Chen, P Kairouz, A Ozgur
Advances in Neural Information Processing Systems 34, 24593-24603, 2021
12021
Communication Efficient Federated Learning with Secure Aggregation and Differential Privacy
WN Chen, CA Choquette-Choo, P Kairouz
NeurIPS 2021 Workshop Privacy in Machine Learning, 2021
12021
On the Price of Source Anonymity in Heterogeneous Parametric Point Estimation
WN Chen, IH Wang
2019 IEEE International Symposium on Information Theory (ISIT), 2339-2343, 2019
2019
The system can't perform the operation now. Try again later.
Articles 1–13