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researcher

Aravind Reddy

Northwestern University

7 papers hereh-index 376 citations8 works total

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

author position
  • first author2
  • middle author5

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • cs.DS2
  • cs.CV1
  • stat.ML1
affiliations
  • Northwestern University
Homepage

identity via Semantic Scholar / OpenAlex

activity
20202025
most citedImproved Guarantees for k-means++ and k-means++ Parallel

8 citations · 10 across the 6 of their papers we have counts for

collaborators
Showing 2020Show all

1 paper · 1 filter

cs.LG2020★ 8 cited

Improved Guarantees for k-means++ and k-means++ Parallel

Konstantin Makarychev, Aravind Reddy, Liren Shan

In this paper, we study k-means++ and k-means++ parallel, the two most popular algorithms for the classic k-means clustering problem. We provide novel analyses and show improved ap…

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