Wei-Ning Chen
Stanford University
H-index: 9
North America-United States
Top articles of Wei-Ning Chen
Federated Experiment Design under Distributed Differential Privacy
2024/4/18
Wei-Ning Chen
H-Index: 3
Ayfer Ozgur
H-Index: 18
Training Generative Models From Privatized Data via Entropic Optimal Transport
IEEE Journal on Selected Areas in Information Theory
2024/4/16
Wei-Ning Chen
H-Index: 3
Differentially private decoupled graph convolutions for multigranular topology protection
Advances in Neural Information Processing Systems
2024/2/13
Wei-Ning Chen
H-Index: 3
Chao Pan
H-Index: 3
Pan Li
H-Index: 7
Ayfer Ozgur
H-Index: 18
Olgica Milenkovic
H-Index: 27
Exact Optimality of Communication-Privacy-Utility Tradeoffs in Distributed Mean Estimation
Advances in Neural Information Processing Systems
2024/2/13
Berivan Isik
H-Index: 1
Wei-Ning Chen
H-Index: 3
Ayfer Ozgur
H-Index: 18
Tsachy Weissman
H-Index: 28
Albert No
H-Index: 7
Privacy amplification via compression: Achieving the optimal privacy-accuracy-communication trade-off in distributed mean estimation
Advances in Neural Information Processing Systems
2024/2/13
Lower Bounds on Distributed Estimation via Fisher Information
arXiv preprint arXiv:2402.01895
2024/2/2
Wei-Ning Chen
H-Index: 3
Noisy adaptive group testing for community-oriented models
2023/6/25
Surin Ahn
H-Index: 4
Wei-Ning Chen
H-Index: 3
Training generative models from privatized data
arXiv preprint arXiv:2306.09547
2023/6/15
Wei-Ning Chen
H-Index: 3
The communication cost of security and privacy in federated frequency estimation
2023/4/11
Wei-Ning Chen
H-Index: 3
Ayfer Ozgur
H-Index: 18
Adaptive group testing on networks with community structure: The stochastic block model
IEEE Transactions on Information Theory
2023/2/22
Surin Ahn
H-Index: 4
Wei-Ning Chen
H-Index: 3
The poisson binomial mechanism for unbiased federated learning with secure aggregation
2022/6/28
Wei-Ning Chen
H-Index: 3
Ayfer Ozgur
H-Index: 18
The fundamental price of secure aggregation in differentially private federated learning
2022/6/28
Wei-Ning Chen
H-Index: 3
Estimating Sparse Distributions Under Joint Communication and Privacy Constraints
2022/6/26
Surin Ahn
H-Index: 4
Wei-Ning Chen
H-Index: 3
Optimal compression of locally differentially private mechanisms
2022/5/3
Abhin Shah
H-Index: 1
Wei-Ning Chen
H-Index: 3
Pointwise bounds for distribution estimation under communication constraints
Advances in Neural Information Processing Systems
2021/12/6
Wei-Ning Chen
H-Index: 3
Ayfer Ozgur
H-Index: 18
Breaking the dimension dependence in sparse distribution estimation under communication constraints
2021/7/21
Wei-Ning Chen
H-Index: 3
Ayfer Ozgur
H-Index: 18
Differentially private federated learning: An information-theoretic perspective
2021/7/12
Shahab Asoodeh
H-Index: 9
Wei-Ning Chen
H-Index: 3
Breaking the communication-privacy-accuracy trilemma
Advances in Neural Information Processing Systems
2020
Wei-Ning Chen
H-Index: 3
Ayfer Ozgur
H-Index: 18
Fisher information under local differential privacy
IEEE Journal on Selected Areas in Information Theory
2020/11/19
Wei-Ning Chen
H-Index: 3
Co-Authors
