| Addressing Uncertainty in LLMs to Enhance Reliability in Generative AI | Nov 4, 2024 | Conformal PredictionPrediction | —Unverified | 0 |
| DSDE: Using Proportion Estimation to Improve Model Selection for Out-of-Distribution Detection | Nov 3, 2024 | Change Point DetectionModel Selection | —Unverified | 0 |
| Strategic Conformal Prediction | Nov 3, 2024 | Conformal PredictionPrediction | —Unverified | 0 |
| Adaptive Conformal Inference by Particle Filtering under Hidden Markov Models | Nov 3, 2024 | Uncertainty Quantification | —Unverified | 0 |
| FISHing in Uncertainty: Synthetic Contrastive Learning for Genetic Aberration Detection | Nov 1, 2024 | ClassificationContrastive Learning | CodeCode Available | 0 |
| Enhancing Diversity in Bayesian Deep Learning via Hyperspherical Energy Minimization of CKA | Oct 31, 2024 | Deep LearningDiversity | CodeCode Available | 0 |
| Conformalized Prediction of Post-Fault Voltage Trajectories Using Pre-trained and Finetuned Attention-Driven Neural Operators | Oct 31, 2024 | Conformal PredictionFederated Learning | —Unverified | 0 |
| State- and context-dependent robotic manipulation and grasping via uncertainty-aware imitation learning | Oct 31, 2024 | Imitation LearningUncertainty Quantification | —Unverified | 0 |
| Multi-fidelity Machine Learning for Uncertainty Quantification and Optimization | Oct 30, 2024 | Bayesian OptimizationUncertainty Quantification | —Unverified | 0 |
| Improving Uncertainty Quantification in Large Language Models via Semantic Embeddings | Oct 30, 2024 | Question AnsweringUncertainty Quantification | —Unverified | 0 |
