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Policy Analysis using Synthetic Controls in Continuous-Time

Policy Analysis using Synthetic Controls in Continuous-Time

Alexis Bellot
M. Schaar
ArXivPDFHTML

Papers citing "Policy Analysis using Synthetic Controls in Continuous-Time"

6 / 6 papers shown
Title
Continuous time recurrent neural networks: overview and application to forecasting blood glucose in the intensive care unit
Continuous time recurrent neural networks: overview and application to forecasting blood glucose in the intensive care unit
O. Fitzgerald
O. Perez-Concha
B. Gallego-Luxan
Alejandro Metke-Jimenez
Lachlan Rudd
Louisa R Jorm
BDL
OOD
AI4TS
36
0
0
14 Apr 2023
Continuous-Time Modeling of Counterfactual Outcomes Using Neural Controlled Differential Equations
Continuous-Time Modeling of Counterfactual Outcomes Using Neural Controlled Differential Equations
Nabeel Seedat
F. Imrie
Alexis Bellot
Zhaozhi Qian
M. Schaar
OOD
CML
29
52
0
16 Jun 2022
Neural Controlled Differential Equations for Online Prediction Tasks
Neural Controlled Differential Equations for Online Prediction Tasks
James Morrill
Patrick Kidger
Lingyi Yang
Terry Lyons
AI4TS
30
41
0
21 Jun 2021
Neural graphical modelling in continuous-time: consistency guarantees and algorithms
Neural graphical modelling in continuous-time: consistency guarantees and algorithms
Alexis Bellot
K. Branson
M. Schaar
CML
AI4TS
24
43
0
06 May 2021
SDE-Net: Equipping Deep Neural Networks with Uncertainty Estimates
SDE-Net: Equipping Deep Neural Networks with Uncertainty Estimates
Lingkai Kong
Jimeng Sun
Chao Zhang
UQCV
50
103
0
24 Aug 2020
Balancing, Regression, Difference-In-Differences and Synthetic Control Methods: A Synthesis
Balancing, Regression, Difference-In-Differences and Synthetic Control Methods: A Synthesis
Nikolay Doudchenko
Guido Imbens
36
411
0
25 Oct 2016