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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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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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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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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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08/19/2020
Analog Lagrange Coded Computing
A distributed computing scenario is considered, where the computational ...
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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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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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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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01/13/2018