@article{CTT100819524, author = {Konstantinos Slavakis and Isao Yamada}, title = {Fejér-monotone hybrid steepest descent method for affinely constrained and composite convex minimization tasks}, journal = {Optimization}, year = 2018, } @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{CTT100645427, author = {Konstantinos Slavakis and Isao Yamada}, title = {The Adaptive Projected Subgradient Method Constrained by Families of Quasi-nonexpansive Mappings and Its Application to Online Learning}, journal = {SIAM Journal on Optimization}, 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{CTT100591946, author = {Masahiro Yukawa and Konstantinos Slavakis and Isao Yamada}, title = {Multi-domain Adaptive Learning Based on Feasibility Splitting and Adaptive Projected Subgradient Method}, journal = {IEICE Transactions on Fundamentals}, year = 2010, } @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, } @article{CTT100620544, author = {Konstantinos Slavakis and Isao Yamada}, title = {Robust wideband beamforming by the hybrid steepest descent method}, journal = {IEEE Transactions on Signal Processing}, year = 2007, } @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{CTT100593583, author = {Masahiro Yukawa and Konstantinos Slavakis and Isao Yamada}, title = {Multi-Domain Adaptive Filtering by Feasibility Splitting}, booktitle = {}, year = 2010, } @inproceedings{CTT100591137, author = {Masahiro Yukawa and Konstantinos Slavakis and Isao Yamada}, title = {Multi-Domain Adaptive Learning}, booktitle = {Proceedings of the 2009 IEICE Society Conference}, year = 2009, } @inproceedings{CTT100572195, author = {Masahiro Yukawa and Konstantinos Slavakis and Isao Yamada}, title = {Signal Processing in Dual Domain By Adaptive Projected Subgradient Method}, booktitle = {2009 16th International Conference on Digital Signal Processing (DSP 2009), Santorini, Greece}, year = 2009, } @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, }