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N. Sidiropoulos

39 papers hereh-index 6219.4k citations315 works total

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

author position
  • first author1
  • middle author13
  • last author25

Across the 39 of 39 papers where every author was matched, so the position is known.

fields
  • cs.LG8
  • stat.ML8
  • eess.SP7
  • cs.IT5
  • cs.SI4
  • math.OC2
same name
  • N. Sidiropoulos — 24 papers, h 25
  • N. Sidiropoulos — 5 papers, h 11
  • N. Sidiropoulos — 1 paper, h 6

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
20082023
most citedTowards K-means-friendly Spaces: Simultaneous Deep Learning and Clustering

607 citations · 1.2k across the 34 of their papers we have counts for

collaborators
Showing 2016 · stat.MLShow all

1 paper · 2 filters

stat.ML2016★ 21 cited

Anchor-Free Correlated Topic Modeling: Identifiability and Algorithm

Kejun Huang, Xiao Fu, Nicholas D. Sidiropoulos

In topic modeling, many algorithms that guarantee identifiability of the topics have been developed under the premise that there exist anchor words -- i.e., words that only appear…

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