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Estimating Structural Target Functions using Machine Learning and
  Influence Functions

Estimating Structural Target Functions using Machine Learning and Influence Functions

14 August 2020
Alicia Curth
Ahmed Alaa
M. Schaar
    CML
    TDI
ArXivPDFHTML

Papers citing "Estimating Structural Target Functions using Machine Learning and Influence Functions"

2 / 2 papers shown
Title
Demystifying statistical learning based on efficient influence functions
Demystifying statistical learning based on efficient influence functions
Oliver Hines
O. Dukes
Karla Diaz-Ordaz
S. Vansteelandt
TDI
19
110
0
01 Jul 2021
Localized Debiased Machine Learning: Efficient Inference on Quantile
  Treatment Effects and Beyond
Localized Debiased Machine Learning: Efficient Inference on Quantile Treatment Effects and Beyond
Nathan Kallus
Xiaojie Mao
Masatoshi Uehara
25
25
0
30 Dec 2019
1