Concepedia

Sören R. Künzel

SR

2

Publications

920

Citations

2

H-Index

2018

Active since

Affiliations

University of California, Berkeley(Current)

Sören R. Künzel is an author at University of California, Berkeley specializing in statistical inference, causal inference, and transfer learning.

Top concepts

StatisticsEngineeringData SciencePublic HealthCausal InferenceCausal ReasoningMachine LearningTransfer LearningAlgorithmic FairnessStatistical Inference

Publications per year

2018–2019

2

Publications

2

Metalearners for estimating heterogeneous treatment effects using machine learning

Sören R. Künzel, Jasjeet S. Sekhon, Peter J. Bickel et al. · Proceedings of the National Academy of Sciences · 2019 · 907 citations · Full text

Transfer Learning for Estimating Causal Effects using Neural Networks

Sören R. Künzel, Bradly C. Stadie, Nikita Vemuri et al. · arXiv (Cornell University) · 2018 · 13 citations · Full text

Causal Inference Literature, Mnist Database, Engineering +13

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