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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 2014Show all

1 paper · 1 filter

stat.ML2014★ 18 cited

On the Sample Complexity of Subspace Learning

Alessandro Rudi, Guille D. Canas, Lorenzo Rosasco

A large number of algorithms in machine learning, from principal component analysis (PCA), and its non-linear (kernel) extensions, to more recent spectral embedding and support est…

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