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Publication List - Sergios THEODORIDIS (7 entries)
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Journal Paper
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Symeon Chauvardas,
Konstantinos Slavakis,
Sergios Theodoridis,
Isao Yamada.
Stochastic Analysis of Hyperslab-Based Adaptive Projected Subgradient Method Under Bounded Noise,
IEEE Signal Processing Letters,
IEEE,
vol. 20,
no. 7,
pp. 729-732,
July 2013.
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Sergios Theodoridis,
Konstantinos Slavakis,
Isao 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,
Jan. 2011.
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Konstantinos SLAVAKIS,
Sergios THEODORIDIS,
Isao YAMADA.
Adaptive Constrained Filtering in Reproducing Kernel Hilbert Spaces: the Beamforming Case,
IEEE Transactions on Signal Processing,
vol. 57,
no. 12,
pp. 4744-4764,
Dec. 2009.
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Konstantinos SLAVAKIS,
Sergios THEODORIDIS,
ISAO YAMADA.
Online Kernel-Based Classification Using Adaptive Projection Algorithms,
IEEE Transactions on Signal Processing,
Vol. 56,
No. 7,
pp. 2781-2796,
July 2008.
Official location
International Conference (Reviewed)
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Sergios Theodoridis,
Isao Yamada,
Konstantinos Slavakis.
Learning in the Context of Set Theoretic Estimation: An Efficient and Unifying Framework for Adaptive Machine Learning and Signal Processing (Tutorial Lecture at IEEE ICASSP 2012),
IEEE ICASSP 2012,
IEEE,
Mar. 2012.
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Konstantinos Slavakis,
Sergios Theodoridis,
Isao Yamada.
Low Complexity Projection-based Adaptive Algorithm for Sparse System Identification and Signal Reconstruction,
The 44th Asilomar Conference on Signals, Systems and Computers,
Nov. 2010.
International Conference (Not reviewed / Unknown)
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