federated_pca

Differential PCA

An algorithm for performing dimensionality reduction on decentralized data with differential privacy guarantees

Federated Principal Component Analysis Revisited!

GitHub

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Language: MATLAB
last commit: almost 5 years ago
decentralizeddifferential-privacydimensionality-reductionfederated-learningfederated-pcaonline-learningpcaperturbation-maskprincipal-componentsstreamingstreaming-algorithmssubspace-tracking

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