covariate shift

Adapting to Continuous Covariate Shift via Online Density Ratio Estimation NeurIPS 2023 Adapting to Latent Subgroup Shifts via Concepts and Proxies AISTATS 2023 A Learning Based Hypothesis Test for Harmful Covariate Shift ICLR 2023 Augmented Transfer Regression Learning with Semi-non-parametric Nuisance Models JMLR 2023 Calibration Matters: Tackling Maximization Bias in Large-scale Advertising Recommendation Systems ICLR 2023 CCIL: Context-conditioned imitation learning for urban driving RSS 2023 CellTranspose: Few-Shot Domain Adaptation for Cellular Instance Segmentation WACV 2023 CLARE: Conservative Model-Based Reward Learning for Offline Inverse Reinforcement Learning ICLR 2023 CoDrug: Conformal Drug Property Prediction with Density Estimation under Covariate Shift NeurIPS 2023 Covariate-Shift Generalization via Random Sample Weighting AAAI 2023 Data Augmentation for Imbalanced Regression AISTATS 2023 Domain Adaptation under Missingness Shift AISTATS 2023 Domain Generalised Faster R-CNN AAAI 2023 Double-Weighting for Covariate Shift Adaptation ICML 2023 Drug Discovery under Covariate Shift with Domain-Informed Prior Distributions over Functions ICML 2023 Estimating Conditional Average Treatment Effects with Missing Treatment Information AISTATS 2023 Feed Two Birds with One Scone: Exploiting Wild Data for Both Out-of-Distribution Generalization and Detection ICML 2023 Function-Space Regularization in Neural Networks: A Probabilistic Perspective ICML 2023 JAWS-X: Addressing Efficiency Bottlenecks of Conformal Prediction Under Standard and Feedback Covariate Shift ICML 2023 Label Shift Adapter for Test-Time Adaptation under Covariate and Label Shifts ICCV 2023 Model Transferability with Responsive Decision Subjects ICML 2023 NICO++: Towards Better Benchmarking for Domain Generalization CVPR 2023 ODS: Test-Time Adaptation in the Presence of Open-World Data Shift ICML 2023 On the Need for a Language Describing Distribution Shifts: Illustrations on Tabular Datasets NeurIPS 2023 Personalization for Robust Voice Pathology Detection in Sound Waves Interspeech 2023