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ORCIDPantelis 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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