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2018

Boloix-Tortosa, Rafael; Murillo-Fuentes, Juan José; Payán-Somet, Francisco Javier; Pérez-Cruz, Fernando

Complex Gaussian Processes for Regression Artículo de revista

En: IEEE Transactions on Neural Networks and Learning Systems, vol. 29, no. 11, pp. 5499-5511, 2018.

Enlaces | BibTeX | Etiquetas: Complex-valued processes, Gaussian processes (GPs), kernel methods, regression

2010

Perez-Cruz, Fernando; Kulkarni, S R

Robust and Low Complexity Distributed Kernel Least Squares Learning in Sensor Networks Artículo de revista

En: IEEE Signal Processing Letters, vol. 17, no. 4, pp. 355–358, 2010, ISSN: 1070-9908.

Resumen | Enlaces | BibTeX | Etiquetas: communication complexity, Consensus, distributed learning, kernel methods, learning (artificial intelligence), low complexity distributed kernel least squares le, message passing, message-passing algorithms, robust nonparametric statistics, sensor network learning, sensor networks, telecommunication computing, Wireless Sensor Networks