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
Related Links
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.