Preventing Failures Due to Dataset Shift: Learning Predictive Models That Transport

11 December 2018

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 27 9 0 24 Aug 2019