Konstantinos Slavakis

Associate Professor

Specialty/Research Focus: Signal processing; Machine learning; Big data analytics; (Stochastic) optimization; Online learning; Adaptive signal processing; Dimensionality reduction; Clustering; Image processing; Communications

Contact Information

225 Davis Hall

Buffalo, NY 14260

Phone: (716) 645-1012

Email: kslavaki@buffalo.edu

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-- P. A. Traganitis, K. Slavakis, and G. B. Giannakis. Sketch and validate for big data clustering. IEEE Journal of Selected Topics in Signal Processing, vol. 9, no. 4, pp. 678-690, June 2015.


-- K. Slavakis, G. B. Giannakis, and G. Mateos. Modeling and optimization for big data analytics. IEEE Signal Processing Magazine, vol. 31, no. 5, pp. 18-31, Sept. 2014.


-- S. Theodoridis, K. Slavakis, and I. Yamada. Adaptive learning in a world of projections: A unifying framework for linear and nonlinear classification and regression tasks. IEEE Signal Processing Magazine, vol. 28, no. 1, pp. 97-123, January 2011.