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researcher

A. Aravkin

98 papers hereh-index 7940.5k citations327 works total

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

author position
  • first author31
  • middle author34
  • last author29

Across the 94 of 98 papers where every author was matched, so the position is known.

fields
  • math.OC37
  • stat.ML26
  • stat.ME8
  • cs.LG7
  • math.NA3
  • stat.CO3

identity via Semantic Scholar / OpenAlex

activity
20102025
most citedSparse Principal Component Analysis via Variable Projection

163 citations · 704 across the 74 of their papers we have counts for

collaborators
Showing 2015 · stat.MLShow all

1 paper · 2 filters

stat.ML2015★ 2 cited

Automatic Inference of the Quantile Parameter

Karthikeyan Natesan Ramamurthy, Aleksandr Y. Aravkin, Jayaraman J. Thiagarajan

Supervised learning is an active research area, with numerous applications in diverse fields such as data analytics, computer vision, speech and audio processing, and image underst…

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