Konstantinos Slavakis

Publications

2.2K

Citations

H-Index

2002

Active since

Affiliations

National and Kapodistrian University of Athens(Current)

University of Peloponnese

Tokyo Institute of Technology

University of Minnesota

University at Buffalo, State University of New York

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

ORCID

Top concepts

EngineeringComputer ScienceMachine LearningData ScienceInverse ProblemsSignal ProcessingMathematical ProgrammingConvex OptimizationPattern RecognitionApproximation Theory

Publications per year

2002–2020

Publications

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 · 2014 · 242 citations

Cluster Computing, Engineering, Machine Learning +24

Adaptive Learning in a World of Projections

Sergios Theodoridis, Konstantinos Slavakis, Isao Yamada · IEEE Signal Processing Magazine · 2010 · 220 citations

Artificial Intelligence, Mathematical Programming, Engineering +21

Adaptive Robust Distributed Learning in Diffusion Sensor Networks

Symeon Chouvardas, Konstantinos Slavakis, Sergios Theodoridis · IEEE Transactions on Signal Processing · 2011 · 171 citations · Full text

Mathematical Programming, Network Science, Machine Learning +15

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 citations · Full text

An efficient robust adaptive filtering algorithm based on parallel subgradient projection techniques

Isao Yamada, Konstantinos Slavakis, Koshi Yamada · IEEE Transactions on Signal Processing · 2002 · 136 citations

Mathematical Programming, Engineering, Filter (Signal Processing) +16

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