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Brigham Halverson

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#machine learning Preprint Sep 2026

A Bayesian Vertical Federated Learning Framework for Multivariate Reduced-Rank High-Dimensional Regression

Federated learning (FL) has emerged as a leading privacy-preserving framework for collaborative machine learning across decentralized environments. While considerable progress has been made in horizontal federated learning (HFL), where data with common features is distributed across sites, vertical federated learning (...

Brigham Halverson, Sharmistha Guha, Jessica A. Bernard et al. · 0 citations

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