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Partial Identifiability in Discrete Data With Measurement Error

Partial Identifiability in Discrete Data With Measurement Error

23 December 2020
N. Finkelstein
R. Adams
Suchi Saria
I. Shpitser
ArXiv (abs)PDFHTML

Papers citing "Partial Identifiability in Discrete Data With Measurement Error"

5 / 5 papers shown
Title
Counterfactual Prediction Under Outcome Measurement Error
Counterfactual Prediction Under Outcome Measurement Error
Luke M. Guerdan
Amanda Coston
Kenneth Holstein
Zhiwei Steven Wu
86
15
0
22 Feb 2023
Partial Identification of Treatment Effects with Implicit Generative
  Models
Partial Identification of Treatment Effects with Implicit Generative Models
Vahid Balazadeh Meresht
Vasilis Syrgkanis
Rahul G. Krishnan
CML
74
19
0
14 Oct 2022
Diagnosing failures of fairness transfer across distribution shift in
  real-world medical settings
Diagnosing failures of fairness transfer across distribution shift in real-world medical settings
Jessica Schrouff
Natalie Harris
Oluwasanmi Koyejo
Ibrahim Alabdulmohsin
Eva Schnider
...
Vivek Natarajan
Alan Karthikesalingam
Katherine A. Heller
Silvia Chiappa
Alexander DÁmour
OOD
168
56
0
02 Feb 2022
An Automated Approach to Causal Inference in Discrete Settings
An Automated Approach to Causal Inference in Discrete Settings
Guilherme Duarte
N. Finkelstein
D. Knox
Jonathan Mummolo
I. Shpitser
96
49
0
28 Sep 2021
Algorithmic Recourse in Partially and Fully Confounded Settings Through
  Bounding Counterfactual Effects
Algorithmic Recourse in Partially and Fully Confounded Settings Through Bounding Counterfactual Effects
Julius von Kügelgen
N. Agarwal
Jakob Zeitler
Afsaneh Mastouri
Bernhard Schölkopf
CML
68
2
0
22 Jun 2021
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