Pantelis Bouboulis

Publication Activity (10 Years)

Years Active: 2010-2018
Publications (10 Years): 6

Top Topics

Linear Regression

Reproducing Kernel

Distributed Learning

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

IEEE Trans. Signal Process.

Publications

Pantelis Bouboulis, Symeon Chouvardas, Sergios Theodoridis
Online Distributed Learning Over Networks in RKH Spaces Using Random Fourier Features. IEEE Trans. Signal Process. 66 (7) (2018)
Pantelis Bouboulis, Symeon Chouvardas, Sergios Theodoridis
Online Distributed Learning Over Networks in RKH Spaces Using Random Fourier Features. CoRR (2017)
Georgios K. Papageorgiou, Pantelis Bouboulis, Sergios Theodoridis
Robust Nonlinear Regression: A Greedy Approach Employing Kernels With Application to Image Denoising. IEEE Trans. Signal Process. 65 (16) (2017)
Georgios K. Papageorgiou, Pantelis Bouboulis, Sergios Theodoridis
Robust non-linear regression analysis: A greedy approach employing kernels and application to image denoising. CoRR (2016)
Pantelis Bouboulis, Spyridon Pougkakiotis, Sergios Theodoridis
Efficient KLMS and KRLS algorithms: A random fourier feature perspective. SSP (2016)
Pantelis Bouboulis, Spyridon Pougkakiotis, Sergios Theodoridis
Efficient KLMS and KRLS Algorithms: A Random Fourier Feature Perspective. CoRR (2016)
Georgios K. Papageorgiou, Pantelis Bouboulis, Sergios Theodoridis
Robust Linear Regression Analysis - A Greedy Approach. IEEE Trans. Signal Process. 63 (15) (2015)
Pantelis Bouboulis, Sergios Theodoridis, Charalampos Mavroforakis, Leoni Evaggelatou-Dalla
Complex Support Vector Machines for Regression and Quaternary Classification. IEEE Trans. Neural Networks Learn. Syst. 26 (6) (2015)
Georgios K. Papageorgiou, Pantelis Bouboulis, Sergios Theodoridis
Robust regression in RKHS - An overview. EUSIPCO (2015)
Georgios K. Papageorgiou, Pantelis Bouboulis, Sergios Theodoridis, Konstantinos Themelis
Robust Linear Regression Analysis - A Greedy Approach. CoRR (2014)
Georgios K. Papageorgiou, Pantelis Bouboulis, Sergios Theodoridis, Konstantinos Themelis
Robust linear regression analysis - The greedy way. EUSIPCO (2014)
Pantelis Bouboulis, Georgios K. Papageorgiou, Sergios Theodoridis
Robust image denoising in RKHS via orthogonal matching pursuit. CIP (2014)
Pantelis Bouboulis, Sergios Theodoridis, Charalampos Mavroforakis
Complex Support Vector Machines for Regression and Quaternary Classification CoRR (2013)
Pantelis Bouboulis, E. Theodoridou, Sergios Theodoridis
Complex support vector machines for quaternary classification. MLSP (2013)
Georgios K. Papageorgiou, Pantelis Bouboulis, Sergios Theodoridis
Robust kernel-based regression using Orthogonal Matching Pursuit. MLSP (2013)
Pantelis Bouboulis, Sergios Theodoridis, Charalampos Mavroforakis
Complex support vector regression. CIP (2012)
Pantelis Bouboulis, Sergios Theodoridis, Michael E. Mavroforakis
The Augmented Complex Kernel LMS. IEEE Trans. Signal Process. 60 (9) (2012)
Pantelis Bouboulis, Konstantinos Slavakis, Sergios Theodoridis
Adaptive Learning in Complex Reproducing Kernel Hilbert Spaces Employing Wirtinger's Subgradients. IEEE Trans. Neural Networks Learn. Syst. 23 (3) (2012)
Konstantinos Slavakis, Pantelis Bouboulis, Sergios Theodoridis
Adaptive Multiregression in Reproducing Kernel Hilbert Spaces: The Multiaccess MIMO Channel Case. IEEE Trans. Neural Networks Learn. Syst. 23 (2) (2012)
Bart Baesens, Pantelis Bouboulis, Sergio Cruces, Carlotta Domeniconi, Shiro Ikeda, Xuelong Li, Patricia Melin, Vadrevu Sree Hari Rao, Björn W. Schuller, Yi Shen, Huajin Tang, Cong Wang, Jian Yang, Derong Zhao, D. Liu
Neural Networks and Learning Systems Come Together. IEEE Trans. Neural Networks Learn. Syst. 23 (1) (2012)
Pantelis Bouboulis, Sergios Theodoridis, Michael E. Mavroforakis
Widely linear kernel-based adaptive filters. EUSIPCO (2011)
Pantelis Bouboulis, Sergios Theodoridis, Michael E. Mavroforakis
The Augmented Complex Kernel LMS CoRR (2011)
Pantelis Bouboulis, Michael E. Mavroforakis
Reproducing Kernel Hilbert Spaces and fractal interpolation. J. Comput. Appl. Math. 235 (12) (2011)
Pantelis Bouboulis, Sergios Theodoridis
Extension of Wirtinger's Calculus to Reproducing Kernel Hilbert Spaces and the Complex Kernel LMS. IEEE Trans. Signal Process. 59 (3) (2011)
Pantelis Bouboulis, Sergios Theodoridis
Edge Preserving Image Denoising in Reproducing Kernel Hilbert Spaces CoRR (2010)
Pantelis Bouboulis, Sergios Theodoridis
Extension of Wirtinger's Calculus in Reproducing Kernel Hilbert Spaces and the Complex Kernel LMS CoRR (2010)
Pantelis Bouboulis, Konstantinos Slavakis, Sergios Theodoridis
Adaptive Kernel-Based Image Denoising Employing Semi-Parametric Regularization. IEEE Trans. Image Process. 19 (6) (2010)
Pantelis Bouboulis, Sergios Theodoridis
The Complex Gaussian Kernel LMS Algorithm. ICANN (2) (2010)
Pantelis Bouboulis, Sergios Theodoridis
The Complex Gaussian Kernel LMS algorithm CoRR (2010)
Pantelis Bouboulis, Sergios Theodoridis, Konstantinos Slavakis
Edge Preserving Image Denoising in Reproducing Kernel Hilbert Spaces. ICPR (2010)
Pantelis Bouboulis, Sergios Theodoridis
Extension of Wirtinger Calculus in RKH Spaces and the Complex Kernel LMS CoRR (2010)