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Papers
Robust Domain Adaptation: Representations, Weights and Inductive Bias (Extended Abstract)
IJCAI 2021
TIDOT: A Teacher Imitation Learning Approach for Domain Adaptation with Optimal Transport
IJCAI 2021
A Unified View of Label Shift Estimation
NeurIPS 2020
Domain Adaptation with Conditional Distribution Matching and Generalized Label Shift
NeurIPS 2020
LTF: A Label Transformation Framework for Correcting Label Shift
ICML 2020
Maximum Likelihood with Bias-Corrected Calibration is Hard-To-Beat at Label Shift Adaptation
ICML 2020
On the limits of cross-domain generalization in automated X-ray prediction
MIDL 2020
Domain Adaptation with Asymmetrically-Relaxed Distribution Alignment
ICML 2019
On Target Shift in Adversarial Domain Adaptation
AISTATS 2019
Regularized Learning for Domain Adaptation under Label Shifts
ICLR 2019
Universal Domain Adaptation
CVPR 2019
Detecting and Correcting for Label Shift with Black Box Predictors
ICML 2018
Co-Training for Domain Adaptation
NeurIPS 2011
Transfer Learning by Distribution Matching for Targeted Advertising
NeurIPS 2008