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researcher

K. Slavakis

14 papers hereh-index 242.6k citations118 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author1
  • first author3
  • middle author4
  • last author5

Across the 13 of 14 papers where every author was matched, so the position is known.

fields
  • cs.LG6
  • eess.SP3
  • math.OC2
  • cs.CV1
  • cs.IT1
  • eess.IV1

identity via Semantic Scholar / OpenAlex

activity
20102023
most citedSparsity-Aware Learning and Compressed Sensing: An Overview

11 citations · 17 across the 10 of their papers we have counts for

collaborators
Showing 2019 · cs.LGShow all

2 papers · 2 filters

cs.LG2019

Robust Hierarchical-Optimization RLS Against Sparse Outliers

Konstantinos Slavakis, Sinjini Banerjee

This paper fortifies the recently introduced hierarchical-optimization recursive least squares (HO-RLS) against outliers which contaminate infrequently linear-regression models. Ou…

cs.LG2019

Brain-Network Clustering via Kernel-ARMA Modeling and the Grassmannian

Cong Ye, Konstantinos Slavakis, Pratik V. Patil +2

Recent advances in neuroscience and in the technology of functional magnetic resonance imaging (fMRI) and electro-encephalography (EEG) have propelled a growing interest in brain-n…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.