distribution shift

Domain Generalization without Excess Empirical Risk NeurIPS 2022 Dynamic Graph Neural Networks Under Spatio-Temporal Distribution Shift NeurIPS 2022 Efficient Test-Time Model Adaptation without Forgetting ICML 2022 Ensemble of Averages: Improving Model Selection and Boosting Performance in Domain Generalization NeurIPS 2022 Environment Diversification with Multi-head Neural Network for Invariant Learning NeurIPS 2022 Estimating and Explaining Model Performance When Both Covariates and Labels Shift NeurIPS 2022 Evaluating Latent Space Robustness and Uncertainty of EEG-ML Models under Realistic Distribution Shifts NeurIPS 2022 Evaluating Out-of-Distribution Performance on Document Image Classifiers NeurIPS 2022 Evaluating Robustness to Dataset Shift via Parametric Robustness Sets NeurIPS 2022 Exploring Domain-Invariant Parameters for Source Free Domain Adaptation CVPR 2022 Extending the WILDS Benchmark for Unsupervised Adaptation ICLR 2022 Factored DRO: Factored Distributionally Robust Policies for Contextual Bandits NeurIPS 2022 Fairness Transferability Subject to Bounded Distribution Shift NeurIPS 2022 Fast Distributionally Robust Learning with Variance-Reduced Min-Max Optimization AISTATS 2022 Feature Distribution Matching for Federated Domain Generalization ACML 2022 FigMemes: A Dataset for Figurative Language Identification in Politically-Opinionated Memes EMNLP 2022 FOCUS: Familiar Objects in Common and Uncommon Settings ICML 2022 Focus on the Common Good: Group Distributional Robustness Follows ICLR 2022 Forecasting Patient Outcomes in Kidney Exchange IJCAI 2022 GalilAI: Out-of-Task Distribution Detection using Causal Active Experimentation for Safe Transfer RL AISTATS 2022 GAPX: Generalized Autoregressive Paraphrase-Identification X NeurIPS 2022 Generalization and Robustness Implications in Object-Centric Learning ICML 2022 Generalized Federated Learning via Sharpness Aware Minimization ICML 2022 Gradient Matching for Domain Generalization ICLR 2022 Graph Neural Architecture Search Under Distribution Shifts ICML 2022