Pantelis Bouboulis

Symeon Chouvardas

IEEE Trans. Signal Process., 2018

2017

Robust Nonlinear Regression: A Greedy Approach Employing Kernels With Application to Image Denoising.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2017

2016

Robust non-linear regression analysis: A greedy approach employing kernels and application to image denoising.

[BibT_eX]

[DOI]

CoRR, 2016

Efficient KLMS and KRLS algorithms: A random fourier feature perspective.

[BibT_eX]

[DOI]

Spyridon Pougkakiotis

Proceedings of the IEEE Statistical Signal Processing Workshop, 2016

2015

Robust Linear Regression Analysis - A Greedy Approach.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2015

Complex Support Vector Machines for Regression and Quaternary Classification.

[BibT_eX]

[DOI]

Charalampos Mavroforakis

Leoni Evaggelatou-Dalla

IEEE Trans. Neural Networks Learn. Syst., 2015

Robust regression in RKHS - An overview.

[BibT_eX]

[DOI]

Proceedings of the 23rd European Signal Processing Conference, 2015

2014

Robust Linear Regression Analysis - A Greedy Approach.

[BibT_eX]

[DOI]

Konstantinos Themelis

CoRR, 2014

Robust linear regression analysis - The greedy way.

[BibT_eX]

[DOI]

Konstantinos Themelis

Proceedings of the 22nd European Signal Processing Conference, 2014

Robust image denoising in RKHS via orthogonal matching pursuit.

[BibT_eX]

[DOI]

Proceedings of the 4th International Workshop on Cognitive Information Processing, 2014

2013

Complex Support Vector Machines for Regression and Quaternary Classification

[BibT_eX]

[DOI]

Charalampos Mavroforakis

CoRR, 2013

Robust kernel-based regression using Orthogonal Matching Pursuit.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2013

Complex support vector machines for quaternary classification.

[BibT_eX]

[DOI]

E. Theodoridou

Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2013

2012

The Augmented Complex Kernel LMS.

[BibT_eX]

[DOI]

Michael E. Mavroforakis

IEEE Trans. Signal Process., 2012

Adaptive Multiregression in Reproducing Kernel Hilbert Spaces: The Multiaccess MIMO Channel Case.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2012

Adaptive Learning in Complex Reproducing Kernel Hilbert Spaces Employing Wirtinger's Subgradients.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2012

Neural Networks and Learning Systems Come Together.

[BibT_eX]

[DOI]

Vadrevu Sree Hari Rao

IEEE Trans. Neural Networks Learn. Syst., 2012

Complex support vector regression.

[BibT_eX]

[DOI]

Charalampos Mavroforakis

Proceedings of the 3rd International Workshop on Cognitive Information Processing, 2012

2011

Extension of Wirtinger's Calculus to Reproducing Kernel Hilbert Spaces and the Complex Kernel LMS.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2011

Reproducing Kernel Hilbert Spaces and fractal interpolation.

[BibT_eX]

[DOI]

Michael E. Mavroforakis

J. Comput. Appl. Math., 2011

Widely linear kernel-based adaptive filters.

[BibT_eX]

[DOI]

Michael E. Mavroforakis

Proceedings of the 19th European Signal Processing Conference, 2011

2010

Adaptive Kernel-Based Image Denoising Employing Semi-Parametric Regularization.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2010

Edge Preserving Image Denoising in Reproducing Kernel Hilbert Spaces

[BibT_eX]

[DOI]

CoRR, 2010

Extension of Wirtinger's Calculus in Reproducing Kernel Hilbert Spaces and the Complex Kernel LMS

[BibT_eX]

[DOI]

CoRR, 2010

Extension of Wirtinger Calculus in RKH Spaces and the Complex Kernel LMS

[BibT_eX]

[DOI]

CoRR, 2010

Edge Preserving Image Denoising in Reproducing Kernel Hilbert Spaces.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Pattern Recognition, 2010

The Complex Gaussian Kernel LMS Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2010

2006

Fractal επιφάνειες παρεμβολής: θεωρία και εφαρμογές στη συμπίεση εικόνας

[BibT_eX]

[DOI]