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researcher

Luigi Carratino

University of Genova

12 papers hereh-index 9823 citations15 works total

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

author position
  • first author3
  • middle author9

Across the 12 of 12 papers where every author was matched, so the position is known.

fields
  • stat.ML8
  • cs.LG4
affiliations
  • University of Genova
Homepage

identity via Semantic Scholar / OpenAlex

activity
20172022
most citedLearning with SGD and Random Features

32 citations · 116 across the 12 of their papers we have counts for

collaborators
Showing 2017 · stat.MLShow all

1 paper · 2 filters

stat.ML2017★ 18 cited

FALKON: An Optimal Large Scale Kernel Method

Alessandro Rudi, Luigi Carratino, Lorenzo Rosasco

Kernel methods provide a principled way to perform non linear, nonparametric learning. They rely on solid functional analytic foundations and enjoy optimal statistical properties.…

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