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Melanie F. Pradier

4 papers hereh-index 341 citations11 works total

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

author position
  • first author3
  • middle author1

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • q-bio.QM1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20172024
most citedAIRIVA: A Deep Generative Model of Adaptive Immune Repertoires

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

collaborators
Showing 2024Show all

1 paper · 1 filter

cs.LG2024

Beyond Flatland: A Geometric Take on Matching Methods for Treatment Effect Estimation

Melanie F. Pradier, Javier González

Matching is a popular approach in causal inference to estimate treatment effects by pairing treated and control units that are most similar in terms of their covariate information.…

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