Konstantinos Slavakis

PhD

ks.

Konstantinos Slavakis

PhD

Konstantinos Slavakis

PhD

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

kslavaki@buffalo.edu

Biography Publications Teaching Research

Selected Publications

  • 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.