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researcher

Cong Ma

23 papers hereh-index 182.1k citations36 works total

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

author position
  • first author6
  • middle author14
  • last author3

Across the 23 of 23 papers where every author was matched, so the position is known.

fields
  • stat.ML10
  • cs.LG7
  • math.ST2
  • stat.ME2
  • cs.IT1
  • eess.SP1
same name
  • Cong Ma — 8 papers, h 8
  • Cong Ma — 6 papers, h 5
  • Cong Ma — 6 papers, h 2
  • Cong Ma — 6 papers, h 4
  • Cong Ma — 5 papers, h 8
  • Cong Ma — 5 papers, h 2

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
20172023
most citedImplicit Regularization in Nonconvex Statistical Estimation: Gradient Descent Converges Linearly for Phase Retrieval, Matrix Completion, and Blind Deconvolution

228 citations · 726 across the 22 of their papers we have counts for

collaborators
Showing 2023 · stat.MEShow all

1 paper · 2 filters

stat.ME2023★ 1 cited

Conformalized matrix completion

Yu Gui, Rina Foygel Barber, Cong Ma

Matrix completion aims to estimate missing entries in a data matrix, using the assumption of a low-complexity structure (e.g., low rank) so that imputation is possible. While many…

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