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Kernel recursive least-squares tracker for time-varying regression.
Van Vaerenbergh S, Lázaro-Gredilla M, Santamaria I. Van Vaerenbergh S, et al. Among authors: lazaro gredilla m. IEEE Trans Neural Netw Learn Syst. 2012 Aug;23(8):1313-26. doi: 10.1109/TNNLS.2012.2200500. IEEE Trans Neural Netw Learn Syst. 2012. PMID: 24807527
Divisive Gaussian processes for nonstationary regression.
Muñoz-González L, Lázaro-Gredilla M, Figueiras-Vidal AR. Muñoz-González L, et al. Among authors: lazaro gredilla m. IEEE Trans Neural Netw Learn Syst. 2014 Nov;25(11):1991-2003. doi: 10.1109/TNNLS.2014.2301951. IEEE Trans Neural Netw Learn Syst. 2014. PMID: 25330423
Support vector machines with constraints for sparsity in the primal parameters.
Gómez-Verdejo V, Martínez-Ramón M, Arenas-García J, Lázaro-Gredilla M, Molina-Bulla H. Gómez-Verdejo V, et al. Among authors: lazaro gredilla m. IEEE Trans Neural Netw. 2011 Aug;22(8):1269-83. doi: 10.1109/TNN.2011.2148727. Epub 2011 Jul 5. IEEE Trans Neural Netw. 2011. PMID: 21733774