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2408.02045
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DNA-SE: Towards Deep Neural-Nets Assisted Semiparametric Estimation
4 August 2024
Qinshuo Liu
Zixin Wang
Xi-An Li
Xinyao Ji
Lei Zhang
Lin Liu
Zhonghua Liu
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Papers citing
"DNA-SE: Towards Deep Neural-Nets Assisted Semiparametric Estimation"
5 / 5 papers shown
Title
Knowledge-in-Context: Towards Knowledgeable Semi-Parametric Language Models
Xiaoman Pan
Wenlin Yao
Hongming Zhang
Dian Yu
Dong Yu
Jianshu Chen
KELM
189
22
0
28 Oct 2022
DeepMed: Semiparametric Causal Mediation Analysis with Debiased Deep Learning
Siqi Xu
Lin Liu
Zhong Liu
CML
MedIm
17
8
0
10 Oct 2022
Solving Fredholm Integral Equations of the First Kind via Wasserstein Gradient Flows
F. R. Crucinio
Valentin De Bortoli
Arnaud Doucet
A. M. Johansen
19
3
0
16 Sep 2022
Deep Learning Methods for Proximal Inference via Maximum Moment Restriction
Benjamin Kompa
David R. Bellamy
Thomas Kolokotrones
J. M. Robins
Andrew L. Beam
26
12
0
19 May 2022
Domain Adaptation as a Problem of Inference on Graphical Models
Kun Zhang
Mingming Gong
P. Stojanov
Biwei Huang
Qingsong Liu
Clark Glymour
OOD
43
62
0
09 Feb 2020
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