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Sumanta Basu

16 papers hereh-index 232.3k citations92 works total

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

author position
  • first author6
  • middle author9
  • last author1

Across the 16 of 16 papers where every author was matched, so the position is known.

fields
  • stat.ME8
  • stat.ML5
  • math.ST2
  • q-fin.ST1
same name
  • Sumanta Basu — 4 papers, h 1
  • Sumanta Basu — 3 papers, h 2
  • Sumanta Basu — 2 papers, h 1

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
20122023
most citedRegularized estimation in sparse high-dimensional time series models

348 citations · 953 across the 15 of their papers we have counts for

collaborators
Showing 2020Show all

1 paper · 1 filter

stat.ML2020★ 6 cited

Random Forests for dependent data

Arkajyoti Saha, Sumanta Basu, Abhirup Datta

Random forest (RF) is one of the most popular methods for estimating regression functions. The local nature of the RF algorithm, based on intra-node means and variances, is ideal w…

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