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Syamantak Kumar

11 papers hereh-index 321 citations11 works total

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

author position
  • first author8
  • middle author3

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • math.ST3
  • stat.ML2
  • cs.DS1
  • math.NA1

identity via Semantic Scholar / OpenAlex

activity
20242026
collaborators
Showing math.NAShow all

1 paper · 1 filter

math.NA2024

Black-Box k-to-1-PCA Reductions: Theory and Applications

Arun Jambulapati, Syamantak Kumar, Jerry Li +3

The k-principal component analysis (k-PCA) problem is a fundamental algorithmic primitive that is widely-used in data analysis and dimensionality reduction applications. In sta…

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