Author

Samuel Rey

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#machine learning Preprint Oct 2026

Joint Precision Neural Networks: Task-Aware Dependency and Predictive Learning

Exploiting meaningful latent structures from data to solve downstream tasks is a fundamental challenge in signal processing and machine learning. While Principal Component Analysis (PCA) and coVariance Neural Networks (VNNs) successfully leverage the covariance matrix to process data, they inherently capture both direc...

Andrea Cavallo, Samuel Rey, Antonio G. Marques et al. · 0 citations