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researcher

C. M. Verdun

24 papers hereh-index 7287 citations35 works total

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

author position
  • first author1
  • middle author18
  • last author3

Across the 22 of 24 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • math.OC5
  • cs.AI3
  • cs.CR3
  • cs.CL2
  • cs.IT2

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedIteratively Reweighted Least Squares for Basis Pursuit with Global Linear Convergence Rate

9 citations · 25 across the 22 of their papers we have counts for

collaborators
Showing 2022Show all

2 papers · 1 filter

cs.IT2022★ 4 cited

Uncertainty quantification for sparse Fourier recovery

Frederik Hoppe, Felix Krahmer, Claudio Mayrink Verdun +2

One of the most prominent methods for uncertainty quantification in high-dimen-sional statistics is the desparsified LASSO that relies on unconstrained ℓ1​-minimization. The m…

math.OC2022★ 1 cited

Get rid of your constraints and reparametrize: A study in NNLS and implicit bias

Hung-Hsu Chou, Johannes Maly, Claudio Mayrink Verdun +2

Over the past years, there has been significant interest in understanding the implicit bias of gradient descent optimization and its connection to the generalization properties of…

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