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researcher

Alessandro Rudi

62 papers hereh-index 273k citations89 works total

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

author position
  • first author8
  • middle author18
  • last author35

Across the 61 of 62 papers where every author was matched, so the position is known.

fields
  • stat.ML27
  • cs.LG22
  • math.OC7
  • math.ST2
  • quant-ph2
  • cs.AI1
same name
  • Alessandro Rudi — 9 papers, h 3
  • Alessandro Rudi — 2 papers, h 4
  • Alessandro Rudi — 1 paper, 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
20142026
most citedGeneralization Properties of Learning with Random Features

183 citations · 706 across the 60 of their papers we have counts for

collaborators
Showing 2016 · stat.MLShow all

1 paper · 2 filters

stat.ML2016★ 183 cited

Generalization Properties of Learning with Random Features

Alessandro Rudi, Lorenzo Rosasco

We study the generalization properties of ridge regression with random features in the statistical learning framework. We show for the first time that O(1/n​) learning boun…

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