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researcher

A. Amini

5 papers hereh-index 273.3k citations165 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.IT4
  • math.ST1

identity via Semantic Scholar / OpenAlex

most citedHigh-dimensional analysis of semidefinite relaxations for sparse principal components

123 citations · 148 across the 5 of their papers we have counts for

collaborators
Showing math.STShow all

1 paper · 1 filter

math.ST2008★ 123 cited

High-dimensional analysis of semidefinite relaxations for sparse principal components

Arash A. Amini, Martin J. Wainwright

Principal component analysis (PCA) is a classical method for dimensionality reduction based on extracting the dominant eigenvectors of the sample covariance matrix. However, PCA is…

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