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researcher

Guillaume Lecu'e

9 papers hereh-index 336 citations7 works total

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

author position
  • sole author1
  • first author4
  • middle author4

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • math.ST8
  • econ.EM1

identity via Semantic Scholar / OpenAlex

activity
20132026
most citedEmpirical risk minimization is optimal for the convex aggregation problem

13 citations · 13 across the 7 of their papers we have counts for

collaborators
Showing 2024 · math.STShow all

1 paper · 2 filters

math.ST2024

A Geometrical Analysis of Kernel Ridge Regression and its Applications

Georgios Gavrilopoulos, Guillaume Lecué, Zong Shang

We obtain upper bounds for the estimation error of Kernel Ridge Regression (KRR) for all non-negative regularization parameters, offering a geometric perspective on various phenome…

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