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Amelia Perry

9 papers hereh-index 9632 citations12 works total

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

author position
  • first author6
  • middle author3

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • math.ST3
  • cs.IT2
  • stat.ML2
  • cs.DS1
  • math.PR1

identity via Semantic Scholar / OpenAlex

activity
20152019
most citedOptimality and Sub-optimality of PCA I: Spiked Random Matrix Models

78 citations · 265 across the 6 of their papers we have counts for

collaborators
Showing 2016 · math.STShow all

1 paper · 2 filters

math.ST2016★ 47 cited

Optimality and Sub-optimality of PCA for Spiked Random Matrices and Synchronization

Amelia Perry, Alexander S. Wein, Afonso S. Bandeira +1

A central problem of random matrix theory is to understand the eigenvalues of spiked random matrix models, in which a prominent eigenvector is planted into a random matrix. These d…

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