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Sampurna Biswas

5 papers hereh-index 6181 citations17 works total

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

author position
  • first author3
  • middle author2

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

fields
  • cs.IT2
  • cs.LG1
  • math.NA1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20142018
most citedConvex recovery of continuous domain piecewise constant images from non-uniform Fourier samples

39 citations · 39 across the 3 of their papers we have counts for

collaborators
Showing 2014 · stat.MLShow all

1 paper · 2 filters

stat.ML2014

Two step recovery of jointly sparse and low-rank matrices: theoretical guarantees

Sampurna Biswas, Sunrita Poddar, Soura Dasgupta +2

We introduce a two step algorithm with theoretical guarantees to recover a jointly sparse and low-rank matrix from undersampled measurements of its columns. The algorithm first est…

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