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researcher

Sören R. Künzel

6 papers hereh-index 41.3k citations5 works total

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

author position
  • first author5
  • last author1

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • math.ST2
  • stat.ME2
  • astro-ph.GA1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20142019
most citedMeta-learners for Estimating Heterogeneous Treatment Effects using Machine Learning

1.1k citations · 1.1k across the 4 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2018★ 16 cited

Transfer Learning for Estimating Causal Effects using Neural Networks

Sören R. Künzel, Bradly C. Stadie, Nikita Vemuri +3

We develop new algorithms for estimating heterogeneous treatment effects, combining recent developments in transfer learning for neural networks with insights from the causal infer…

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