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Neural Score Matching for High-Dimensional Causal Inference

Neural Score Matching for High-Dimensional Causal Inference

Oscar Clivio
Fabian Falck
B. Lehmann
George Deligiannidis
Chris Holmes
    CML
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Papers citing "Neural Score Matching for High-Dimensional Causal Inference"

3 / 3 papers shown
Title
Beyond Flatland: A Geometric Take on Matching Methods for Treatment Effect Estimation
Beyond Flatland: A Geometric Take on Matching Methods for Treatment Effect Estimation
Melanie F. Pradier
Javier González
CML
50
0
0
09 Sep 2024
Implicitly Guided Design with PropEn: Match your Data to Follow the Gradient
Implicitly Guided Design with PropEn: Match your Data to Follow the Gradient
Natavsa Tagasovska
Vladimir Gligorijević
Kyunghyun Cho
Andreas Loukas
DiffM
59
4
0
28 May 2024
Learning Representations for Counterfactual Inference
Learning Representations for Counterfactual Inference
Fredrik D. Johansson
Uri Shalit
David Sontag
CML
OOD
BDL
232
720
0
12 May 2016