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David Lopez-Paz

50 papers hereh-index 3427.5k citations80 works total

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

author position
  • sole author1
  • first author11
  • middle author18
  • last author19

Across the 49 of 50 papers where every author was matched, so the position is known.

fields
  • stat.ML25
  • cs.LG18
  • cs.CL4
  • cs.CR1
  • cs.CV1
  • stat.ME1
same name
  • David Lopez-Paz — 2 papers, 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
20132026
most citedmixup: Beyond Empirical Risk Minimization

4.7k citations · 7.5k across the 46 of their papers we have counts for

collaborators
Showing 2025 · stat.MLShow all

1 paper · 2 filters

stat.ML2025

A Differentiable Rank-Based Objective For Better Feature Learning

Krunoslav Lehman Pavasovic, David Lopez-Paz, Giulio Biroli +1

In this paper, we leverage existing statistical methods to better understand feature learning from data. We tackle this by modifying the model-free variable selection method, Featu…

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