🏢 Institute of Science and Technology (ISTA)
Banded Square Root Matrix Factorization for Differentially Private Model Training
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AI Theory
Privacy
🏢 Institute of Science and Technology (ISTA)
This paper introduces BSR, a novel banded square root matrix factorization for differentially private model training. Unlike existing methods, BSR avoids computationally expensive optimization, enabli…