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researcher

Valeriya Naumova

11 papers hereh-index 11430 citations47 works total

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

author position
  • first author2
  • middle author3
  • last author6

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • math.NA4
  • cs.LG2
  • math.FA2
  • cs.IT1
  • math.ST1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20142021
most citedDictionary Learning from Incomplete Data

13 citations · 34 across the 8 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2017

Adaptive multi-penalty regularization based on a generalized Lasso path

Markus Grasmair, Timo Klock, Valeriya Naumova

For many algorithms, parameter tuning remains a challenging and critical task, which becomes tedious and infeasible in a multi-parameter setting. Multi-penalty regularization, succ…

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