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researcher

Debolina Paul

Indian Statistical Institute

9 papers hereh-index 9243 citations24 works total

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

author position
  • first author3
  • middle author6

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • stat.ML6
  • cs.IT1
  • cs.LG1
  • stat.ME1
affiliations
  • Indian Statistical Institute
Homepage

identity via Semantic Scholar / OpenAlex

activity
20202025
most citedKernel k-Means, By All Means: Algorithms and Strong Consistency

9 citations · 13 across the 6 of their papers we have counts for

collaborators
Showing stat.MEShow all

1 paper · 1 filter

stat.ME2020

Principal Ellipsoid Analysis (PEA): Efficient non-linear dimension reduction & clustering

Debolina Paul, Saptarshi Chakraborty, Didong Li +1

Even with the rise in popularity of over-parameterized models, simple dimensionality reduction and clustering methods, such as PCA and k-means, are still routinely used in an amazi…

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