| Adaptive Catalyst Discovery Using Multicriteria Bayesian Optimization with Representation Learning | Apr 18, 2024 | Bayesian OptimizationRepresentation Learning | CodeCode Available | 0 |
| Connecting the Dots: Is Mode-Connectedness the Key to Feasible Sample-Based Inference in Bayesian Neural Networks? | Feb 2, 2024 | Uncertainty Quantification | CodeCode Available | 0 |
| Conformal time series decomposition with component-wise exchangeability | Jun 24, 2024 | Conformal PredictionPrediction | CodeCode Available | 0 |
| Parametric Scaling Law of Tuning Bias in Conformal Prediction | Feb 5, 2025 | Conformal PredictionHoldout Set | CodeCode Available | 0 |
| Uncertainty Quantification and Decomposition for LLM-based Recommendation | Jan 29, 2025 | Uncertainty Quantification | CodeCode Available | 0 |
| PaRCE: Probabilistic and Reconstruction-based Competency Estimation for CNN-based Image Classification | Nov 22, 2024 | Anomaly Localizationimage-classification | CodeCode Available | 0 |
| Conformal Thresholded Intervals for Efficient Regression | Jul 19, 2024 | Conformal PredictionPrediction | CodeCode Available | 0 |
| Partially Stochastic Infinitely Deep Bayesian Neural Networks | Feb 5, 2024 | Computational EfficiencyUncertainty Quantification | CodeCode Available | 0 |
| High-Fidelity Transfer of Functional Priors for Wide Bayesian Neural Networks by Learning Activations | Oct 21, 2024 | Decision MakingModel Selection | CodeCode Available | 0 |
| Highlighting Object Category Immunity for the Generalization of Human-Object Interaction Detection | Feb 19, 2022 | Human-Object Interaction DetectionObject | CodeCode Available | 0 |