| Pessimistic Value Iteration for Multi-Task Data Sharing in Offline Reinforcement Learning | Apr 30, 2024 | Offline RLReinforcement Learning (RL) | CodeCode Available | 1 |
| Deep Generative Data Assimilation in Multimodal Setting | Apr 10, 2024 | Image GenerationUncertainty Quantification | CodeCode Available | 1 |
| Kermut: Composite kernel regression for protein variant effects | Apr 9, 2024 | PredictionProperty Prediction | CodeCode Available | 1 |
| Universal Functional Regression with Neural Operator Flows | Apr 3, 2024 | Gaussian Processesregression | CodeCode Available | 1 |
| LUQ: Long-text Uncertainty Quantification for LLMs | Mar 29, 2024 | Text GenerationUncertainty Quantification | CodeCode Available | 1 |
| Enabling Uncertainty Estimation in Iterative Neural Networks | Mar 25, 2024 | Bayesian OptimizationOut-of-Distribution Detection | CodeCode Available | 1 |
| Uncertainty quantification for data-driven weather models | Mar 20, 2024 | Decision MakingUncertainty Quantification | CodeCode Available | 1 |
| Conformal prediction for multi-dimensional time series by ellipsoidal sets | Mar 6, 2024 | Conformal PredictionPrediction | CodeCode Available | 1 |
| Uncertainty-Aware Evaluation for Vision-Language Models | Feb 22, 2024 | Conformal PredictionLanguage Modeling | CodeCode Available | 1 |
| Uncertainty Quantification for In-Context Learning of Large Language Models | Feb 15, 2024 | HallucinationIn-Context Learning | CodeCode Available | 1 |
