Software Tools
Differentially-private Canonical Correlation Analysis
GitLab
An implementation of Canonical Correlation Analysis (CCA) that satisfies differential privacy.
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Differentially-private Orthogonal Tensor Decomposition
GitLab
An algorithm for performing Orthogonal Tensor Decomposition (OTD) while ensuring differential privacy.
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Non-negative Matrix Factorization with Outliers
GitLab
An algorithm for Non-negative Matrix Factorization (NMF) that is robust to outliers in the data.
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Distributed Differentially-private PCA
GitHub
An implementation of a distributed, differentially private Principal Component Analysis algorithm.
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