| Decision Theoretic Foundations for Conformal Prediction: Optimal Uncertainty Quantification for Risk-Averse Agents | Feb 4, 2025 | Conformal PredictionDecision Making | —Unverified | 0 |
| FAB-PPI: Frequentist, Assisted by Bayes, Prediction-Powered Inference | Feb 4, 2025 | Predictionvalid | —Unverified | 0 |
| Fairness in Survival Analysis: A Novel Conditional Mutual Information Augmentation Approach | Feb 4, 2025 | Data AugmentationFairness | —Unverified | 0 |
| Causally-informed Deep Learning towards Explainable and Generalizable Outcomes Prediction in Critical Care | Feb 4, 2025 | Causal DiscoveryCirculatory Failure | —Unverified | 0 |
| Rethinking Timesteps Samplers and Prediction Types | Feb 4, 2025 | Prediction | —Unverified | 0 |
| VisTA: Vision-Text Alignment Model with Contrastive Learning using Multimodal Data for Evidence-Driven, Reliable, and Explainable Alzheimer's Disease Diagnosis | Feb 3, 2025 | Contrastive LearningDiagnostic | —Unverified | 0 |
| Docking-Aware Attention: Dynamic Protein Representations through Molecular Context Integration | Feb 3, 2025 | Drug DiscoveryMolecular Docking | —Unverified | 0 |
| Learning to Partially Defer for Sequences | Feb 3, 2025 | News SummarizationPrediction | —Unverified | 0 |
| Efficient and Scalable Density Functional Theory Hamiltonian Prediction through Adaptive Sparsity | Feb 3, 2025 | Computational chemistryPrediction | CodeCode Available | 1 |
| Error-quantified Conformal Inference for Time Series | Feb 2, 2025 | PredictionTime Series | CodeCode Available | 1 |