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researcher

Leonardo Defilippis

7 papers hereh-index 691 citations8 works total

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

author position
  • first author5
  • middle author2

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • stat.ML3
  • math.ST1

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedFundamental computational limits of weak learnability in high-dimensional multi-index models

2 citations · 4 across the 6 of their papers we have counts for

collaborators
Showing 2024 · stat.MLShow all

1 paper · 2 filters

stat.ML2024★ 2 cited

Dimension-free deterministic equivalents and scaling laws for random feature regression

Leonardo Defilippis, Bruno Loureiro, Theodor Misiakiewicz

In this work we investigate the generalization performance of random feature ridge regression (RFRR). Our main contribution is a general deterministic equivalent for the test error…

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