research
∙
07/04/2023
On the Capacity of Private Nonlinear Computation for Replicated Databases
We consider the problem of private computation (PC) in a distributed sto...
share
research
∙
07/03/2023
Efficient Interpolation-Based Decoding of Reed-Solomon Codes
We propose a new interpolation-based error decoding algorithm for (n,k) ...
research
∙
05/11/2023
Single-Server Pliable Private Information Retrieval With Side Information
We study the problem of pliable private information retrieval with side ...
research
∙
12/20/2022
Index-Based Concatenated Codes for the Multi-Draw DNA Storage Channel
We consider error-correcting coding for DNA-based storage. We model the ...
research
∙
12/19/2022
Finite Blocklength Performance Bound for the DNA Storage Channel
We present a finite blocklength performance bound for a DNA storage chan...
research
∙
12/14/2022
Achievable Information Rates and Concatenated Codes for the DNA Nanopore Sequencing Channel
The errors occurring in DNA-based storage are correlated in nature, whic...
research
∙
12/06/2022
Straggler-Resilient Differentially-Private Decentralized Learning
We consider the straggler problem in decentralized learning over a logic...
research
∙
02/28/2022
Computational Code-Based Privacy in Coded Federated Learning
We propose a privacy-preserving federated learning (FL) scheme that is r...
research
∙
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...
research
∙
11/29/2021
Concatenated Codes for Multiple Reads of a DNA Sequence
Decoding sequences that stem from multiple transmissions of a codeword o...
research
∙
11/27/2021
DSAG: A mixed synchronous-asynchronous iterative method for straggler-resilient learning
We consider straggler-resilient learning. In many previous works, e.g., ...
research
∙
11/09/2021
Optimal Rate-Distortion-Leakage Tradeoff for Single-Server Information Retrieval
Private information retrieval protocols guarantee that a user can privat...
research
∙
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...
research
∙
09/30/2021
Coding for Straggler Mitigation in Federated Learning
We present a novel coded federated learning (FL) scheme for linear regre...
research
∙
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...
research
∙
04/14/2021
Dynamic Coded Caching in Wireless Networks Using Multi-Agent Reinforcement Learning
We consider distributed caching of content across several small base sta...
research
∙
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...
research
∙
10/29/2020
Concatenated Codes for Recovery From Multiple Reads of DNA Sequences
Decoding sequences that stem from multiple transmissions of a codeword o...
research
∙
07/17/2020
Multi-Server Weakly-Private Information Retrieval
Private information retrieval (PIR) protocols ensure that a user can dow...
research
∙
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...
research
∙
03/22/2020
Private Function Computation for Noncolluding Coded Databases
Private computation in a distributed storage system (DSS) is a generaliz...
research
∙
02/19/2020
Dynamic Coded Caching in Wireless Networks
We consider distributed and dynamic caching of coded content at small ba...
research
∙
01/23/2020
The Capacity of Single-Server Weakly-Private Information Retrieval
A private information retrieval (PIR) protocol guarantees that a user ca...
research
∙
01/17/2020
On the Capacity of Private Monomial Computation
In this work, we consider private monomial computation (PMC) for replica...
research
∙
05/14/2019
Coded Distributed Tracking
We consider the problem of tracking the state of a process that evolves ...
research
∙
01/29/2019
Private Polynomial Computation for Noncolluding Coded Databases
We consider private polynomial computation (PPC) over noncolluding coded...
research
∙
01/20/2019
Weakly-Private Information Retrieval
Private information retrieval (PIR) protocols make it possible to retrie...
research
∙
10/09/2018
Capacity of Private Linear Computation for Coded Databases
We consider the problem of private linear computation (PLC) in a distrib...
research
∙
10/08/2018
A Droplet Approach Based on Raptor Codes for Distributed Computing With Straggling Servers
We propose a coded distributed computing scheme based on Raptor codes to...
research
∙
10/04/2018
Construction D^' Lattices from Quasi-Cyclic Low-Density Parity-Check Codes
Recently, Branco da Silva and Silva described an efficient encoding and ...
research
∙
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...
research
∙
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...
research
∙
08/27/2018
On the Fundamental Limit of Private Information Retrieval for Coded Distributed Storage
We consider private information retrieval (PIR) for distributed storage ...
research
∙
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...
research
∙
06/04/2018
Asymmetry Helps: Improved Private Information Retrieval Protocols for Distributed Storage
We consider private information retrieval (PIR) for distributed storage ...
research
∙
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 ...
research
∙
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...
research
∙
12/21/2017
Block-Diagonal and LT Codes for Distributed Computing With Straggling Servers
We propose two coded schemes for the distributed computing problem of mu...
research
∙
12/11/2017
