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Romain Lopez

Berkeley AI Research

11 papers hereh-index 2031.2k citations31 works total

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

author position
  • first author9
  • middle author2

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • cs.LG6
  • stat.ML4
  • q-bio.GN1
affiliations
  • Berkeley AI Research
  • Computational Biology Group
Homepage
same name
  • Romain Lopez — 4 papers, h 5
  • Romain Lopez — 2 papers, h 1

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
20172023
most citedInformation Constraints on Auto-Encoding Variational Bayes

93 citations · 215 across the 10 of their papers we have counts for

collaborators
Showing 2022 · stat.MLShow all

1 paper · 2 filters

stat.ML2022★ 9 cited

Large-Scale Differentiable Causal Discovery of Factor Graphs

Romain Lopez, Jan-Christian Hütter, Jonathan K. Pritchard +1

A common theme in causal inference is learning causal relationships between observed variables, also known as causal discovery. This is usually a daunting task, given the large num…

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