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02/28/2023
Collaborative Mean Estimation over Intermittently Connected Networks with Peer-To-Peer Privacy
This work considers the problem of Distributed Mean Estimation (DME) ove...
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02/03/2022
Answering Count Queries for Genomic Data with Perfect Privacy
In this paper, we consider the problem of answering count queries for ge...
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01/31/2022
Differentially Private Community Detection for Stochastic Block Models
The goal of community detection over graphs is to recover underlying lab...
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03/02/2021
Privacy Amplification for Federated Learning via User Sampling and Wireless Aggregation
In this paper, we study the problem of federated learning over a wireles...
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02/12/2020
Wireless Federated Learning with Local Differential Privacy
In this paper, we study the problem of federated learning (FL) over a wi...
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01/10/2018