conftrace_

non-conformity score

11 papers

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conformal prediction (9) uncertainty quantification (6) prediction set (4) graph neural network (2) prediction interval (2) bonferroni correction (1) group conditional coverage (1) uncertainty (1) finite-difference stencils (1) fusion reactors (1)

Papers

Efficient Confidence Set Enumeration for Multi-label Conformal Classification UAI 2026 Calibrated Physics-Informed Uncertainty Quantification ICML 2025 Conformal Anomaly Detection in Event Sequences ICML 2025 Multi-Dimensional Conformal Prediction ICLR 2025 SACP: Spatially-Adaptive Conformal Prediction in Uncertainty Quantification of Medical Image Segmentation MIDL 2025 Conformal Prediction for Deep Classifier via Label Ranking ICML 2024 Identifying Homogeneous and Interpretable Groups for Conformal Prediction UAI 2024 Multi-modal conformal prediction regions by optimizing convex shape templates L4DC 2024 Similarity-Navigated Conformal Prediction for Graph Neural Networks NeurIPS 2024 Improving Adaptive Conformal Prediction Using Self-Supervised Learning AISTATS 2023 Uncertainty Quantification over Graph with Conformalized Graph Neural Networks NeurIPS 2023