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12/06/2022
Straggler-Resilient Differentially-Private Decentralized Learning
We consider the straggler problem in decentralized learning over a logic...
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11/09/2021
Optimal Rate-Distortion-Leakage Tradeoff for Single-Server Information Retrieval
Private information retrieval protocols guarantee that a user can privat...
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12/07/2020
Generative Adversarial User Privacy in Lossy Single-Server Information Retrieval
We consider the problem of information retrieval from a dataset of files...
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01/17/2020
On the Capacity of Private Monomial Computation
In this work, we consider private monomial computation (PMC) for replica...
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06/13/2018
Failure Analysis of the Interval-Passing Algorithm for Compressed Sensing
In this work, we perform a complete failure analysis of the interval-pas...
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04/18/2018