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PrivATE: Differentially Private Confidence Intervals for Average Treatment Effects

PrivATE: Differentially Private Confidence Intervals for Average Treatment Effects

Maresa Schröder
Justin Hartenstein
Stefan Feuerriegel
ArXiv (abs)PDFHTML

Papers citing "PrivATE: Differentially Private Confidence Intervals for Average Treatment Effects"

2 / 2 papers shown
Title
Differentially Private Learners for Heterogeneous Treatment Effects
Maresa Schröder
Valentyn Melnychuk
Stefan Feuerriegel
CML
182
2
0
05 Mar 2025
Quantifying Aleatoric Uncertainty of the Treatment Effect: A Novel Orthogonal Learner
Quantifying Aleatoric Uncertainty of the Treatment Effect: A Novel Orthogonal Learner
Valentyn Melnychuk
Stefan Feuerriegel
Mihaela van der Schaar
CML
296
5
0
05 Nov 2024