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Pantelis Bouboulis
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2010 – 2019
- 2018
- [j11]Pantelis Bouboulis
, Symeon Chouvardas, Sergios Theodoridis
:
Online Distributed Learning Over Networks in RKH Spaces Using Random Fourier Features. IEEE Trans. Signal Process. 66(7): 1920-1932 (2018) - 2017
- [j10]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): 4309-4323 (2017) - [i10]Pantelis Bouboulis, Symeon Chouvardas, Sergios Theodoridis:
Online Distributed Learning Over Networks in RKH Spaces Using Random Fourier Features. CoRR abs/1703.08131 (2017) - 2016
- [c10]Pantelis Bouboulis, Spyridon Pougkakiotis
, Sergios Theodoridis:
Efficient KLMS and KRLS algorithms: A random fourier feature perspective. SSP 2016: 1-5 - [i9]Georgios K. Papageorgiou, Pantelis Bouboulis, Sergios Theodoridis:
Robust non-linear regression analysis: A greedy approach employing kernels and application to image denoising. CoRR abs/1601.00595 (2016) - [i8]Pantelis Bouboulis, Spyridon Pougkakiotis, Sergios Theodoridis:
Efficient KLMS and KRLS Algorithms: A Random Fourier Feature Perspective. CoRR abs/1606.03685 (2016) - 2015
- [j9]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): 1260-1274 (2015) - [j8]Georgios K. Papageorgiou
, Pantelis Bouboulis, Sergios Theodoridis:
Robust Linear Regression Analysis - A Greedy Approach. IEEE Trans. Signal Process. 63(15): 3872-3887 (2015) - [c9]Georgios K. Papageorgiou
, Pantelis Bouboulis, Sergios Theodoridis:
Robust regression in RKHS - An overview. EUSIPCO 2015: 2874-2878 - 2014
- [c8]Pantelis Bouboulis, Georgios K. Papageorgiou
, Sergios Theodoridis:
Robust image denoising in RKHS via orthogonal matching pursuit. CIP 2014: 1-6 - [c7]Georgios K. Papageorgiou, Pantelis Bouboulis, Sergios Theodoridis, Konstantinos Themelis:
Robust linear regression analysis - The greedy way. EUSIPCO 2014: 16-20 - [i7]Georgios K. Papageorgiou, Pantelis Bouboulis, Sergios Theodoridis, Konstantinos Themelis:
Robust Linear Regression Analysis - A Greedy Approach. CoRR abs/1409.4279 (2014) - 2013
- [c6]Pantelis Bouboulis, E. Theodoridou, Sergios Theodoridis:
Complex support vector machines for quaternary classification. MLSP 2013: 1-6 - [c5]Georgios K. Papageorgiou
, Pantelis Bouboulis, Sergios Theodoridis:
Robust kernel-based regression using Orthogonal Matching Pursuit. MLSP 2013: 1-6 - [i6]Pantelis Bouboulis, Sergios Theodoridis, Charalampos Mavroforakis:
Complex Support Vector Machines for Regression and Quaternary Classification. CoRR abs/1303.2184 (2013) - 2012
- [j7]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, Derong Liu
:
Neural Networks and Learning Systems Come Together. IEEE Trans. Neural Networks Learn. Syst. 23(1): 1-6 (2012) - [j6]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): 260-276 (2012) - [j5]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): 425-438 (2012) - [j4]Pantelis Bouboulis, Sergios Theodoridis, Michael E. Mavroforakis:
The Augmented Complex Kernel LMS. IEEE Trans. Signal Process. 60(9): 4962-4967 (2012) - [c4]Pantelis Bouboulis, Sergios Theodoridis, Charalampos Mavroforakis:
Complex support vector regression. CIP 2012: 1-6 - 2011
- [j3]Pantelis Bouboulis, Michael E. Mavroforakis:
Reproducing Kernel Hilbert Spaces and fractal interpolation. J. Comput. Appl. Math. 235(12): 3425-3434 (2011) - [j2]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): 964-978 (2011) - [c3]Pantelis Bouboulis, Sergios Theodoridis, Michael E. Mavroforakis:
Widely linear kernel-based adaptive filters. EUSIPCO 2011: 941-945 - [i5]Pantelis Bouboulis, Sergios Theodoridis, Michael E. Mavroforakis:
The Augmented Complex Kernel LMS. CoRR abs/1110.1075 (2011) - 2010
- [j1]Pantelis Bouboulis, Konstantinos Slavakis, Sergios Theodoridis:
Adaptive Kernel-Based Image Denoising Employing Semi-Parametric Regularization. IEEE Trans. Image Process. 19(6): 1465-1479 (2010) - [c2]Pantelis Bouboulis, Sergios Theodoridis:
The Complex Gaussian Kernel LMS Algorithm. ICANN (2) 2010: 11-20 - [c1]Pantelis Bouboulis, Sergios Theodoridis, Konstantinos Slavakis:
Edge Preserving Image Denoising in Reproducing Kernel Hilbert Spaces. ICPR 2010: 2660-2663 - [i4]Pantelis Bouboulis, Sergios Theodoridis:
The Complex Gaussian Kernel LMS algorithm. CoRR abs/1005.0897 (2010) - [i3]Pantelis Bouboulis, Sergios Theodoridis:
Extension of Wirtinger Calculus in RKH Spaces and the Complex Kernel LMS. CoRR abs/1005.0902 (2010) - [i2]Pantelis Bouboulis, Sergios Theodoridis:
Extension of Wirtinger's Calculus in Reproducing Kernel Hilbert Spaces and the Complex Kernel LMS. CoRR abs/1006.3033 (2010) - [i1]Pantelis Bouboulis, Sergios Theodoridis:
Edge Preserving Image Denoising in Reproducing Kernel Hilbert Spaces. CoRR abs/1011.5962 (2010)
2000 – 2009
- 2006
- [b1]Pantelis Bouboulis:
Fractal επιφάνειες παρεμβολής: θεωρία και εφαρμογές στη συμπίεση εικόνας. National and Kapodistrian University of Athens, Greece, 2006
Coauthor Index
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