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researcher

Guillermo D. Cañas

8 papers hereh-index 7297 citations18 works total

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

author position
  • sole author2
  • first author5
  • middle author1

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • cs.CG4
  • cs.LG2
  • cs.DS1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20112021
most citedLearning Probability Measures with respect to Optimal Transport Metrics

30 citations · 68 across the 8 of their papers we have counts for

collaborators
Showing stat.MLShow 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.