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08/24/2023
Analog Multi-Party Computing: Locally Differential Private Protocols for Collaborative Computations
We consider a fully decentralized scenario in which no central trusted e...
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08/21/2023
Matrix Completion over Finite Fields: Bounds and Belief Propagation Algorithms
We consider the low rank matrix completion problem over finite fields. T...
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08/08/2023
Iterative Sketching for Secure Coded Regression
In this work, we propose methods for speeding up linear regression distr...
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03/16/2023
Capacity-achieving Polar-based Codes with Sparsity Constraints on the Generator Matrices
In this paper, we leverage polar codes and the well-established channel ...
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01/16/2023
Machine Learning-Aided Efficient Decoding of Reed-Muller Subcodes
Reed-Muller (RM) codes achieve the capacity of general binary-input memo...
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02/23/2022
ML-Aided Collision Recovery for UHF-RFID Systems
We propose a collision recovery algorithm with the aid of machine learni...
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01/24/2022
A New Algebraic Approach for String Reconstruction from Substring Compositions
We consider the problem of binary string reconstruction from the multise...
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01/21/2022
Orthonormal Sketches for Secure Coded Regression
In this work, we propose a method for speeding up linear regression dist...
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10/28/2021
FeO2: Federated Learning with Opt-Out Differential Privacy
Federated learning (FL) is an emerging privacy-preserving paradigm, wher...
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09/22/2021
Numerically Stable Binary Coded Computations
This paper addresses the gradient coding and coded matrix multiplication...
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09/20/2021
ApproxIFER: A Model-Agnostic Approach to Resilient and Robust Prediction Serving Systems
Due to the surge of cloud-assisted AI services, the problem of designing...
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08/29/2021
KO codes: Inventing Nonlinear Encoding and Decoding for Reliable Wireless Communication via Deep-learning
Landmark codes underpin reliable physical layer communication, e.g., Ree...
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06/23/2021
Hybrid Non-Binary Repeated Polar Codes
Concatenating the state-of-the-art codes at moderate rates with repetiti...
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03/02/2021
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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02/02/2021
Reed-Muller Subcodes: Machine Learning-Aided Design of Efficient Soft Recursive Decoding
Reed-Muller (RM) codes are conjectured to achieve the capacity of any bi...
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01/27/2021
List-Decodable Coded Computing: Breaking the Adversarial Toleration Barrier
We consider the problem of coded computing where a computational task is...
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12/31/2020
Coded Machine Unlearning
Models trained in machine learning processes may store information about...
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12/27/2020
Capacity-achieving Polar-based LDGM Codes
In this paper, we study codes with sparse generator matrices. More speci...
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10/30/2020
Polar Coded Repetition for Low-Capacity Channels
Constructing efficient low-rate error-correcting codes with low-complexi...
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08/19/2020
Analog Lagrange Coded Computing
A distributed computing scenario is considered, where the computational ...
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07/24/2020
Covert Millimeter-Wave Communication: Design Strategies and Performance Analysis
In this paper, we investigate covert communication over millimeter-wave ...
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07/17/2020
Privacy-Preserving Distributed Learning in the Analog Domain
We consider the critical problem of distributed learning over data while...
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06/12/2020
Massive Coded-NOMA for Low-Capacity Channels: A Low-Complexity Recursive Approach
In this paper, we present a low-complexity recursive approach for massiv...
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01/31/2020
Capacity-achieving Polar-based LDGM Codes with Crowdsourcing Applications
In this paper we study codes with sparse generator matrices. More specif...
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01/30/2020
Numerically Stable Binary Gradient Coding
A major hurdle in machine learning is scalability to massive datasets. O...
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10/29/2019
Cell Association via Boundary Detection: A Scalable Approach Based on Data-Driven Random Features
The problem of cell association is considered for cellular users present...
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10/27/2019
Secret Key Generation via Pulse-Coupled Synchronization
A novel framework for sharing common randomness and generating secret ke...
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09/29/2019
Threshold-Secure Coding with Shared Key
Cryptographic protocols are often implemented at upper layers of communi...
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09/17/2019
Analog Subspace Coding: A New Approach to Coding for Non-Coherent Wireless Networks
We provide a precise framework to study subspace codes for non-coherent ...
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08/20/2019
Covert Millimeter-Wave Communication via a Dual-Beam Transmitter
In this paper, we investigate covert communication over millimeter-wave ...
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08/09/2019
Physical Layer Secret Key Generation in Static Environments
We consider the problem of symmetric secret key generation in quasi-stat...
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06/25/2019
Coding for Crowdsourced Classification with XOR Queries
This paper models the crowdsourced labeling/classification problem as a ...
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06/24/2019
Coded Distributed Computing: Performance Limits and Code Designs
We consider the problem of coded distributed computing where a large lin...
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03/01/2019
Uplink Non-Orthogonal Multiple Access over Mixed RF-FSO Systems
In this paper, we consider a relay-assisted uplink non-orthogonal multip...
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11/10/2018
Channel Coding at Low Capacity
Low-capacity scenarios have become increasingly important in the technol...
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09/08/2018
Outage Probability Analysis of Uplink NOMA over Ultra-High-Speed FSO-Backhauled Systems
In this paper, we consider a relay-assisted uplink non-orthogonal multip...
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04/14/2018
A Low-Complexity Recursive Approach Toward Code-Domain NOMA for Massive Communications
Nonorthogonal multiple access (NOMA) is a promising technology to meet t...
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01/13/2018