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Mathurin Massias

26 papers hereh-index 13524 citations32 works total

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

author position
  • first author5
  • middle author16
  • last author5

Across the 26 of 26 papers where every author was matched, so the position is known.

fields
  • stat.ML11
  • cs.LG6
  • cs.CV3
  • math.OC3
  • eess.IV1
  • math.PR1

identity via Semantic Scholar / OpenAlex

activity
20172026
most citedHandling correlated and repeated measurements with the smoothed multivariate square-root Lasso

17 citations · 75 across the 23 of their papers we have counts for

collaborators
Showing 2023Show all

1 paper · 1 filter

cs.LG2023★ 1 cited

Implicit Differentiation for Hyperparameter Tuning the Weighted Graphical Lasso

Can Pouliquen, Paulo Gonçalves, Mathurin Massias +1

We provide a framework and algorithm for tuning the hyperparameters of the Graphical Lasso via a bilevel optimization problem solved with a first-order method. In particular, we de…

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