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20222025
most citedPrivacy-preserving machine learning with tensor networks

7 citations · 10 across the 4 of their papers we have counts for

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math.NA2025

Tensorization of neural networks for improved privacy and interpretability

José Ramón Pareja Monturiol, Alejandro Pozas-Kerstjens, David Pérez-García

We present a tensorization algorithm for constructing tensor train/matrix product state (MPS) representations of functions, drawing on sketching and cross interpolation ideas. The…