@article{CTT100652218, author = {Symeon Chauvardas and Konstantinos Slavakis and Sergios Theodoridis and Isao Yamada}, title = {Stochastic Analysis of Hyperslab-Based Adaptive Projected Subgradient Method Under Bounded Noise}, journal = {IEEE Signal Processing Letters}, year = 2013, } @article{CTT100609701, author = {Sergios Theodoridis and Konstantinos Slavakis and Isao Yamada}, title = {Adaptive Learning in A World of Projections: A Unifying Framework for Linear and Nonlinear Classification and Regression Tasks}, journal = {IEEE Signal Processing Magazine}, year = 2011, } @article{CTT100582621, author = {Konstantinos SLAVAKIS and Sergios THEODORIDIS and Isao YAMADA}, title = {Adaptive Constrained Filtering in Reproducing Kernel Hilbert Spaces: the Beamforming Case}, journal = {IEEE Transactions on Signal Processing}, year = 2009, } @article{CTT100546327, author = {Konstantinos SLAVAKIS and Sergios THEODORIDIS and ISAO YAMADA}, title = {Online Kernel-Based Classification Using Adaptive Projection Algorithms}, journal = {IEEE Transactions on Signal Processing}, year = 2008, } @inproceedings{CTT100632543, author = {Sergios Theodoridis and Isao Yamada and Konstantinos Slavakis}, title = {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)}, booktitle = {}, year = 2012, } @inproceedings{CTT100610374, author = {Konstantinos Slavakis and Sergios Theodoridis and Isao Yamada}, title = {Low Complexity Projection-based Adaptive Algorithm for Sparse System Identification and Signal Reconstruction}, booktitle = {}, year = 2010, } @inproceedings{CTT100565666, author = {Sergios THEODORIDIS and Konstantinos SLAVAKIS and Isao YAMADA}, title = {Adaptive Processing in a World of Projection (Plenary Lecture)}, booktitle = {2008 IEEE International Workshop on Machine Learning for Signal Processing (MLSP) Workshop, Cancun: Mexico, October 16-19, 2008}, year = 2008, }