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researcher

A. Chiuso

14 papers hereh-index 406.6k citations189 works total

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

author position
  • first author1
  • middle author4
  • last author9

Across the 14 of 14 papers where every author was matched, so the position is known.

fields
  • eess.SY4
  • math.OC4
  • cs.LG3
  • stat.ML3

identity via Semantic Scholar / OpenAlex

activity
20132024
most citedConvex vs nonconvex approaches for sparse estimation: GLasso, Multiple Kernel Learning and Hyperparameter GLasso

5 citations · 8 across the 8 of their papers we have counts for

collaborators
Showing 2013 · stat.MLShow all

1 paper · 2 filters

stat.ML2013★ 5 cited

Convex vs nonconvex approaches for sparse estimation: GLasso, Multiple Kernel Learning and Hyperparameter GLasso

Aleksandr Y. Aravkin, James V. Burke, Alessandro Chiuso +1

The popular Lasso approach for sparse estimation can be derived via marginalization of a joint density associated with a particular stochastic model. A different marginalization of…

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