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researcher

Mengxi Yi

8 papers hereh-index 575 citations12 works total

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

author position
  • first author1
  • middle author2
  • last author4

Across the 7 of 8 papers where every author was matched, so the position is known.

fields
  • stat.ME5
  • math.ST2
  • eess.SP1

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedShrinking the Sample Covariance Matrix using Convex Penalties on the Matrix-Log Transformation

3 citations · 3 across the 5 of their papers we have counts for

collaborators
Showing 2018 · stat.MEShow all

1 paper · 2 filters

stat.ME2018

Lassoing Eigenvalues

David E. Tyler, Mengxi Yi

The properties of penalized sample covariance matrices depend on the choice of the penalty function. In this paper, we introduce a class of non-smooth penalty functions for the sam…

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