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researcher

Deanna Needell

8 papers hereh-index 320 citations10 works total

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

author position
  • middle author6
  • last author2

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • math.NA2
  • math.OC1
  • stat.ML1
same name
  • Deanna Needell — 12 papers, h 4
  • Deanna Needell — 7 papers, h 2
  • Deanna Needell — 6 papers, h 2
  • Deanna Needell — 2 papers, h 1
  • Deanna Needell — 1 paper

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20232025
most citedStochastic Iterative Methods for Online Rank Aggregation from Pairwise Comparisons

1 citations · 1 across the 8 of their papers we have counts for

collaborators
Showing 2023Show all

1 paper · 1 filter

cs.LG2023

Stratified-NMF for Heterogeneous Data

James Chapman, Yotam Yaniv, Deanna Needell

Non-negative matrix factorization (NMF) is an important technique for obtaining low dimensional representations of datasets. However, classical NMF does not take into account data…

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