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researcher

I. Selesnick

23 papers hereh-index 6019.2k citations305 works total

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

author position
  • sole author2
  • first author2
  • middle author4
  • last author15

Across the 23 of 23 papers where every author was matched, so the position is known.

fields
  • cs.CV6
  • math.OC6
  • cs.LG3
  • cs.SD3
  • cs.IT1
  • cs.MM1

identity via Semantic Scholar / OpenAlex

activity
20122022
most citedSparse Regularization via Convex Analysis

430 citations · 1.6k across the 21 of their papers we have counts for

collaborators
Showing 2016Show all

3 papers · 1 filter

math.CV2016

On non-optimal spectral factorizations

L. Ephremidze, I. Selesnick, I. Spitkovsky

For a given Laurent polynomial matrix function S, which is positive definite on the unit circle in the complex plane, we consider all possible polynomial spectral factors of S…

math.OC2016★ 51 cited

Improved Sparse Low-Rank Matrix Estimation

Ankit Parekh, Ivan W. Selesnick

We address the problem of estimating a sparse low-rank matrix from its noisy observation. We propose an objective function consisting of a data-fidelity term and two parameterized…

cs.SD2016★ 67 cited

Repetitive Transients Extraction Algorithm for Detecting Bearing Faults

Wangpeng He, Yin Ding, Yanyang Zi +1

This paper addresses the problem of noise reduction with simultaneous components extrac- tion in vibration signals for faults diagnosis of bearing. The observed vibration signal is…

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