conformal prediction

IDCR: Information-Directed Conformal Retrieval UAI 2026 KMM-CP: Practical Conformal Prediction under Covariate Shift via Selective Kernel Mean Matching UAI 2026 Knowing When to Abstain: Medical LLMs Under Clinical Uncertainty EACL 2026 LATA: Laplacian-Assisted Transductive Adaptation for Conformal Uncertainty in Medical VLMs CVPR 2026 Mind the Gap: Benchmarking LLM Uncertainty and Calibration with Specialty-Aware Clinical QA and Reasoning-Based Behavioural Features EACL 2026 Minimum-Length Conformal Prediction Sets for Ordinal Classification AAAI 2026 Multimodal Learning on Low-Quality Data with Conformal Predictive Self-Calibration CVPR 2026 Optimal Conformal Prediction under Epistemic Uncertainty UAI 2026 Partial Causal Structure Learning for Valid Selective Conformal Inference under Interventions UAI 2026 Performance of Conformal Prediction in Capturing Aleatoric Uncertainty WACV 2026 Predictive inference for time series: why is split conformal effective despite temporal dependence? ALT 2026 PRISM: Calibrated Bayesian Fusion and Auditable Attribution for Reliable LLM Event Prediction from Text UAI 2026 Proof-of-Perception: Certified Tool-Using Multimodal Reasoning with Compositional Conformal Guarantees CVPR 2026 Quantifying and Improving Adaptivity in Conformal Prediction Through Input Transformations AAAI 2026 Quantifying and Understanding Uncertainty in Large Reasoning Models ACL 2026 Reliable Conformal Prediction for Ordinal Classification Using the Ranked Probability Score UAI 2026 Safe Planning in Interactive Environments via Iterative Policy Updates and Adversarially Robust Conformal Prediction L4DC 2026 Safety Beyond the Training Data: Robust Out-of-Distribution MPC via Conformalized System Level Synthesis L4DC 2026 Scalable Data-Driven Reachability Analysis and Control via Koopman Operators with Conformal Coverage Guarantees L4DC 2026 Score-Based Diffusion Priors for Adaptive Conformal Inference under Distribution Shift UAI 2026 SD-CSFL: A Synthetic Data-Driven Conformity Scoring Framework for Robust Federated Learning WACV 2026 Semi-Supervised Conformal Prediction With Unlabeled Nonconformity Score CVPR 2026 Spectral Conformal Risk Control: Distribution-Free Tail Guarantees via Bayesian Quadrature CVPR 2026 Statistically Robust Sparse High-order Interaction Model AAAI 2026 Symmetric Aggregation of Conformity Scores for Efficient Uncertainty Sets AAAI 2026