Konstantinos Slavakis

Author

National and Kapodistrian University of Athens ORCID

Also Known As

K. Slavakis, Konstantinos SLAVAKIS, Konstantinos Slavakis, Kopsinis, Yannis, Slavakis Konstantinos, Slavakis, Konstantinos

170

Publications

2.5K

Citations

H-Index

Concepts

All Affiliations

National and Kapodistrian University of Athens University of Peloponnese Tokyo Institute of Technology University of Minnesota University at Buffalo, State University of New York

About

Konstantinos Slavakis is an author at National and Kapodistrian University of Athens specializing in engineering, computer science, and machine learning.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	20	29	1.7K
2	Health Sciences	1	1	20
3	Management	1	1	242
4	Medicine	1	1	47
5	Natural Sciences	1	1	21

Konstantinos Slavakis

Publications

2.2K

Citations

H-Index

Page 1

	Year	Citations
Modeling and Optimization for Big Data Analytics: (Statistical) learning tools for our era of data deluge Konstantinos Slavakis, Georgios B. Giannakis, Gonzalo Mateos IEEE Signal Processing Magazine Cluster ComputingEngineeringMachine LearningBig Data AnalyticsLarge Volumes	2014	242
Adaptive Learning in a World of Projections Sergios Theodoridis, Konstantinos Slavakis, Isao Yamada IEEE Signal Processing Magazine Artificial IntelligenceMathematical ProgrammingEngineeringMachine LearningConvex Sets	2010	220
Adaptive Robust Distributed Learning in Diffusion Sensor Networks Symeon Chouvardas, Konstantinos Slavakis, Sergios Theodoridis IEEE Transactions on Signal Processing Mathematical ProgrammingNetwork ScienceMachine LearningData ScienceEngineering	2011	171
Online Sparse System Identification and Signal Reconstruction Using Projections Onto Weighted $\ell_{1}$ Balls Yannis Kopsinis, Konstantinos Slavakis, Sergios Theodoridis IEEE Transactions on Signal Processing	2010	169
An efficient robust adaptive filtering algorithm based on parallel subgradient projection techniques Isao Yamada, Konstantinos Slavakis, Koshi Yamada IEEE Transactions on Signal Processing Mathematical ProgrammingEngineeringFilter (Signal Processing)Statistical Signal ProcessingFiltering Technique	2002	136
Online Kernel-Based Classification Using Adaptive Projection Algorithms Konstantinos Slavakis, Sergios Theodoridis, Isao Yamada IEEE Transactions on Signal Processing Support Vector MachineImage AnalysisMachine LearningData ScienceData Mining	2008	121
A Sparsity Promoting Adaptive Algorithm for Distributed Learning Symeon Chouvardas, Konstantinos Slavakis, Yannis Kopsinis, IEEE Transactions on Signal Processing	2012	104
Robust Wideband Beamforming by the Hybrid Steepest Descent Method Konstantinos Slavakis, Isao Yamada IEEE Transactions on Signal Processing Mathematical ProgrammingEngineeringSmart AntennaNonlinear OptimizationStructural Optimization	2007	88
Adaptive Constrained Learning in Reproducing Kernel Hilbert Spaces: The Robust Beamforming Case Konstantinos Slavakis, Sergios Theodoridis, Isao Yamada IEEE Transactions on Signal Processing EngineeringMachine LearningConstrained OptimizationFunctional AnalysisData Science	2009	85
The Adaptive Projected Subgradient Method over the Fixed Point Set of Strongly Attracting Nonexpansive Mappings Konstantinos Slavakis, Isao Yamada, Nobuhiko Ogura Numerical Functional Analysis and Optimization Mathematical ProgrammingNumerical AnalysisConic OptimizationSubgradient MethodEngineering	2006	76

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