| Ensemble Conformalized Quantile Regression for Probabilistic Time Series Forecasting | Feb 17, 2022 | Conformal PredictionPrediction Intervals | CodeCode Available | 1 |
| Domain-Adjusted Regression or: ERM May Already Learn Features Sufficient for Out-of-Distribution Generalization | Feb 14, 2022 | Domain GeneralizationOut-of-Distribution Generalization | CodeCode Available | 1 |
| Improving Molecular Representation Learning with Metric Learning-enhanced Optimal Transport | Feb 13, 2022 | Domain AdaptationMetric Learning | CodeCode Available | 1 |
| L0Learn: A Scalable Package for Sparse Learning using L0 Regularization | Feb 10, 2022 | Combinatorial Optimizationregression | CodeCode Available | 1 |
| Image-to-Image Regression with Distribution-Free Uncertainty Quantification and Applications in Imaging | Feb 10, 2022 | Conformal PredictionImage-to-Image Regression | CodeCode Available | 1 |
| SONNET: A Self-Guided Ordinal Regression Neural Network for Segmentation and Classification of Nuclei in Large-Scale Multi-Tissue Histology Images | Feb 9, 2022 | ClassificationMulti-tissue Nucleus Segmentation | CodeCode Available | 1 |
| Class Distance Weighted Cross-Entropy Loss for Ulcerative Colitis Severity Estimation | Feb 9, 2022 | Image Classificationregression | CodeCode Available | 1 |
| Learning to Predict Graphs with Fused Gromov-Wasserstein Barycenters | Feb 8, 2022 | regression | CodeCode Available | 1 |
| Regression Transformer: Concurrent sequence regression and generation for molecular language modeling | Feb 1, 2022 | Conditional Text GenerationInductive Bias | CodeCode Available | 1 |
| Hot-Refresh Model Upgrades with Regression-Alleviating Compatible Training in Image Retrieval | Jan 24, 2022 | Image Retrievalregression | CodeCode Available | 1 |
