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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 · cs.LGShow all

1 paper · 2 filters

cs.LG2016★ 33 cited

A Consistent Regularization Approach for Structured Prediction

Carlo Ciliberto, Alessandro Rudi, Lorenzo Rosasco

We propose and analyze a regularization approach for structured prediction problems. We characterize a large class of loss functions that allows to naturally embed structured outpu…

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