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1812.04597
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Preventing Failures Due to Dataset Shift: Learning Predictive Models That Transport
11 December 2018
Adarsh Subbaswamy
Peter F. Schulam
Suchi Saria
OOD
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Papers citing
"Preventing Failures Due to Dataset Shift: Learning Predictive Models That Transport"
3 / 3 papers shown
Title
No Fair Lunch: A Causal Perspective on Dataset Bias in Machine Learning for Medical Imaging
Charles Jones
Daniel Coelho De Castro
Fabio De Sousa Ribeiro
Ozan Oktay
Melissa McCradden
Ben Glocker
FaML
CML
54
9
0
31 Jul 2023
Causality-aware counterfactual confounding adjustment as an alternative to linear residualization in anticausal prediction tasks based on linear learners
E. C. Neto
OOD
CML
27
6
0
09 Nov 2020
Population-aware Hierarchical Bayesian Domain Adaptation via Multiple-component Invariant Learning
Vishwali Mhasawade
N. Rehman
R. Chunara
OOD
24
9
0
24 Aug 2019
1