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04/11/2023
Privacy-Preserving Matrix Factorization for Recommendation Systems using Gaussian Mechanism
Building a recommendation system involves analyzing user data, which can...
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12/26/2022
Human Activity Recognition from Wi-Fi CSI Data Using Principal Component-Based Wavelet CNN
Human Activity Recognition (HAR) is an emerging technology with several ...
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11/02/2022
Privacy-preserving Non-negative Matrix Factorization with Outliers
Non-negative matrix factorization is a popular unsupervised machine lear...
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10/28/2019
Improved Differentially Private Decentralized Source Separation for fMRI Data
Blind source separation algorithms such as independent component analysi...
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04/22/2019
Distributed Differentially Private Computation of Functions with Correlated Noise
Many applications of machine learning, such as human health research, in...
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04/26/2018
Distributed Differentially-Private Algorithms for Matrix and Tensor Factorization
In many signal processing and machine learning applications, datasets co...
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10/07/2011