conformal prediction

CHAMP: Conformalized 3D Human Multi-Hypothesis Pose Estimators ICLR 2025 Clinical Measurements with Calibrated Instance-Dependent Confidence Interval MIDL 2025 CoAlign: Uncertainty Calibration of LLM for Geospatial Repartition ACL 2025 Conformal Generative Modeling with Improved Sample Efficiency through Sequential Greedy Filtering ICLR 2025 Conformalized Answer Set Prediction for Knowledge Graph Embedding NAACL 2025 Conformalized Interactive Imitation Learning: Handling Expert Shift and Intermittent Feedback ICLR 2025 Conformalized Interval Arithmetic with Symmetric Calibration AAAI 2025 Conformalized Survival Analysis for General Right-Censored Data ICLR 2025 Conformal Language Model Reasoning with Coherent Factuality ICLR 2025 Conformal Prediction and MLLM aided Uncertainty Quantification in Scene Graph Generation CVPR 2025 Conformal Prediction as Bayesian Quadrature ICML 2025 Conformal Prediction for Federated Graph Neural Networks with Missing Neighbor Information UAI 2025 Conformal Prediction for Partial Label Learning AAAI 2025 Conformal Prediction for Zero-Shot Models CVPR 2025 Conformal Prediction Sets Can Cause Disparate Impact ICLR 2025 Conformal Prediction Sets for Deep Generative Models via Reduction to Conformal Regression UAI 2025 Conformal Prediction Under Generalized Covariate Shift with Posterior Drift AISTATS 2025 Conformal Prediction with Cellwise Outliers: A Detect-then-Impute Approach ICML 2025 Conformal Prediction without Nonconformity Scores UAI 2025 ConformalSAM: Unlocking the Potential of Foundational Segmentation Models in Semi-Supervised Semantic Segmentation with Conformal Prediction ICCV 2025 Conformal Structured Prediction ICLR 2025 Conformal Thresholded Intervals for Efficient Regression AAAI 2025 Conformity Score Averaging for Classification ICML 2025 CONTRA: Conformal Prediction Region via Normalizing Flow Transformation ICLR 2025 CP$^2$: Leveraging Geometry for Conformal Prediction via Canonicalization UAI 2025