Author

José M. Puerta

2 papers indexed here

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#machine learning Preprint Sep 2026

Structure-Aware Unsupervised Anomaly Detection for Spacecraft Telemetry with Adaptive EVT Thresholding

This work proposes an unsupervised, deployment-ready framework that produces predictions from the second month of operation without any labels, prior fault knowledge, or mission-specific tuning.

Óscar Alcarria, R. Sánchez, J. Sempere et al. · 0 citations

#machine learning Preprint Sep 2026

Federated Causal Discovery via Regression-Directed Cumulants

The FedRCD family of causal discovery algorithms are introduced, and three variants that trade off communication rounds against algebraic noise are investigated, which effectively support exact unlearning at any granularity.

Pablo Torrijos, Fabio Stella, José A. Gámez et al. · 0 citations