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researcher

Amit Singer

4 papers hereh-index 213 citations7 works total

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

author position
  • middle author2
  • last author2

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • math.NA1
  • math.ST1
  • stat.AP1
same name
  • Amit Singer — 92 papers, h 46
  • Amit Singer — 6 papers, h 3
  • Amit Singer — 2 papers
  • Amit Singer — 1 paper, h 5

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
20242026
collaborators
Showing 2025Show all

1 paper · 1 filter

cs.LG2025

Diagonally-Weighted Generalized Method of Moments Estimation for Gaussian Mixture Modeling

Liu Zhang, Oscar Mickelin, Sheng Xu +1

With direct computation of moments through order L in d dimensions, standard method of moments (MM) incurs Ω(dL) computation and storage costs, and standard generalized meth…

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