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12/16/2021
CodedPaddedFL and CodedSecAgg: Straggler Mitigation and Secure Aggregation in Federated Learning
We present two novel coded federated learning (FL) schemes for linear re...
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10/07/2021
Privacy-Preserving Coded Mobile Edge Computing for Low-Latency Distributed Inference
We consider a mobile edge computing scenario where a number of devices w...
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09/30/2021
Coding for Straggler Mitigation in Federated Learning
We present a novel coded federated learning (FL) scheme for linear regre...
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08/17/2021
Rateless Codes for Low-Latency Distributed Inference in Mobile Edge Computing
We consider a mobile edge computing scenario where users want to perform...
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07/17/2020
Multi-Server Weakly-Private Information Retrieval
Private information retrieval (PIR) protocols ensure that a user can dow...
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05/18/2020
Private Edge Computing for Linear Inference Based on Secret Sharing
We consider an edge computing scenario where users want to perform a lin...
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01/23/2020
The Capacity of Single-Server Weakly-Private Information Retrieval
A private information retrieval (PIR) protocol guarantees that a user ca...
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01/20/2019
Weakly-Private Information Retrieval
Private information retrieval (PIR) protocols make it possible to retrie...
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09/18/2018
Local Reconstruction Codes: A Class of MDS-PIR Capacity-Achieving Codes
We prove that a class of distance-optimal local reconstruction codes (LR...
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09/04/2018
Private Information Retrieval From a Cellular Network With Caching at the Edge
We consider the problem of downloading content from a cellular network w...
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08/27/2018
On the Fundamental Limit of Private Information Retrieval for Coded Distributed Storage
We consider private information retrieval (PIR) for distributed storage ...
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06/04/2018
Asymmetry Helps: Improved Private Information Retrieval Protocols for Distributed Storage
We consider private information retrieval (PIR) for distributed storage ...
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01/18/2018
Code Constructions for Distributed Storage With Low Repair Bandwidth and Low Repair Complexity
We present the construction of a family of erasure correcting codes for ...
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01/13/2018
A Capacity-Achieving PIR Protocol for Distributed Storage Using an Arbitrary Linear Code
We propose a private information retrieval (PIR) protocol for distribute...
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12/11/2017