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Sivananthan Sampath

5 papers hereh-index 9204 citations21 works total

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

author position
  • last author5

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • math.ST2
  • stat.ML2
  • math.FA1

identity via Semantic Scholar / OpenAlex

activity
20162025
most citedRandom Sampling in reproducing kernel subspaces of Lp(Rn)

23 citations · 34 across the 5 of their papers we have counts for

collaborators
Showing 2024Show all

1 paper · 1 filter

math.ST2024

Convergence Analysis of regularised Nyström method for Functional Linear Regression

Naveen Gupta, Sivananthan Sampath

The functional linear regression model has been widely studied and utilized for dealing with functional predictors. In this paper, we study the Nyström subsampling method, a strate…

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