Characterizing Probabilistic Structure in Learning Using Information Sufficiency. - Victor Faraggi; Jorge F. Silva; Camilo Ramírez; Alvaro Egaña; Eduardo Pavez (MLSP, 2024)

Fault Detection and Monitoring using an Information-Driven Strategy: Method, Theory, and Application. - Camilo Ramírez; Jorge F. Silva; Ferhat Tamssaouet; Tomás Rojas; Marcos E. Orchard (CoRR, 2024)

Understanding encoder-decoder structures in machine learning using information measures. - Jorge F. Silva; Victor Faraggi; Camilo Ramírez; Alvaro Egaña; Eduardo Pavez (Signal Process., 2025)