
FeO2: Federated Learning with OptOut Differential Privacy
Federated learning (FL) is an emerging privacypreserving paradigm, wher...
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Numerically Stable Binary Coded Computations
This paper addresses the gradient coding and coded matrix multiplication...
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ApproxIFER: A ModelAgnostic Approach to Resilient and Robust Prediction Serving Systems
Due to the surge of cloudassisted AI services, the problem of designing...
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KO codes: Inventing Nonlinear Encoding and Decoding for Reliable Wireless Communication via Deeplearning
Landmark codes underpin reliable physical layer communication, e.g., Ree...
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Hybrid NonBinary Repeated Polar Codes
Concatenating the stateoftheart codes at moderate rates with repetiti...
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Coded Computing via Binary Linear Codes: Designs and Performance Limits
We consider the problem of coded distributed computing where a large lin...
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ReedMuller Subcodes: Machine LearningAided Design of Efficient Soft Recursive Decoding
ReedMuller (RM) codes are conjectured to achieve the capacity of any bi...
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ListDecodable Coded Computing: Breaking the Adversarial Toleration Barrier
We consider the problem of coded computing where a computational task is...
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Coded Machine Unlearning
Models trained in machine learning processes may store information about...
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Capacityachieving Polarbased LDGM Codes
In this paper, we study codes with sparse generator matrices. More speci...
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Polar Coded Repetition for LowCapacity Channels
Constructing efficient lowrate errorcorrecting codes with lowcomplexi...
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Analog Lagrange Coded Computing
A distributed computing scenario is considered, where the computational ...
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Covert MillimeterWave Communication: Design Strategies and Performance Analysis
In this paper, we investigate covert communication over millimeterwave ...
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PrivacyPreserving Distributed Learning in the Analog Domain
We consider the critical problem of distributed learning over data while...
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Massive CodedNOMA for LowCapacity Channels: A LowComplexity Recursive Approach
In this paper, we present a lowcomplexity recursive approach for massiv...
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Capacityachieving Polarbased LDGM Codes with Crowdsourcing Applications
In this paper we study codes with sparse generator matrices. More specif...
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Numerically Stable Binary Gradient Coding
A major hurdle in machine learning is scalability to massive datasets. O...
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Cell Association via Boundary Detection: A Scalable Approach Based on DataDriven Random Features
The problem of cell association is considered for cellular users present...
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Secret Key Generation via PulseCoupled Synchronization
A novel framework for sharing common randomness and generating secret ke...
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ThresholdSecure Coding with Shared Key
Cryptographic protocols are often implemented at upper layers of communi...
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Analog Subspace Coding: A New Approach to Coding for NonCoherent Wireless Networks
We provide a precise framework to study subspace codes for noncoherent ...
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Covert MillimeterWave Communication via a DualBeam Transmitter
In this paper, we investigate covert communication over millimeterwave ...
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Physical Layer Secret Key Generation in Static Environments
We consider the problem of symmetric secret key generation in quasistat...
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Coding for Crowdsourced Classification with XOR Queries
This paper models the crowdsourced labeling/classification problem as a ...
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Coded Distributed Computing: Performance Limits and Code Designs
We consider the problem of coded distributed computing where a large lin...
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Uplink NonOrthogonal Multiple Access over Mixed RFFSO Systems
In this paper, we consider a relayassisted uplink nonorthogonal multip...
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Channel Coding at Low Capacity
Lowcapacity scenarios have become increasingly important in the technol...
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Outage Probability Analysis of Uplink NOMA over UltraHighSpeed FSOBackhauled Systems
In this paper, we consider a relayassisted uplink nonorthogonal multip...
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A LowComplexity Recursive Approach Toward CodeDomain NOMA for Massive Communications
Nonorthogonal multiple access (NOMA) is a promising technology to meet t...
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Distributed MultiUser Secret Sharing
A distributed secret sharing system is considered that consists of a dea...
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Hessam Mahdavifar
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