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Really Doing Great at Estimating CATE? A Critical Look at ML Benchmarking Practices in Treatment Effect Estimation.
Alicia Curth
David Svensson
James Weatherall
Mihaela van der Schaar
Published in:
NeurIPS Datasets and Benchmarks (2021)
Keyphrases
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accurate estimation
estimation process
maximum likelihood
estimation algorithm
jointly estimate
parameter estimation
case study
maximum likelihood estimation
estimation accuracy
database
data sets
least squares
rigid body