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researcher

S. Theodoridis

38 papers hereh-index 5016.4k citations466 works total

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

author position
  • first author1
  • middle author9
  • last author23

Across the 33 of 38 papers where every author was matched, so the position is known.

fields
  • cs.LG15
  • cs.IT8
  • cs.SD4
  • stat.ML4
  • eess.SP2
  • cs.CL1

identity via Semantic Scholar / OpenAlex

activity
20092025
most citedOnline Sparse System Identification and Signal Reconstruction using Projections onto Weighted ℓ1​ Balls

169 citations · 818 across the 32 of their papers we have counts for

collaborators
Showing 2012Show all

1 paper · 1 filter

cs.IT2012★ 11 cited

Sparsity-Aware Learning and Compressed Sensing: An Overview

Sergios Theodoridis, Yannis Kopsinis, Konstantinos Slavakis

This paper is based on a chapter of a new book on Machine Learning, by the first and third author, which is currently under preparation. We provide an overview of the major theoret…

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