Fast Conformal Prediction using Conditional Interquantile Intervals
Fuente:
arXiv
Saved in:
| Main Authors: | Guo, Naixin, Luo, Rui, Zhou, Zhixin |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Conformal Thresholded Intervals for Efficient Regression
by: Luo, Rui, et al.
Published: (2024)
by: Luo, Rui, et al.
Published: (2024)
Conformalized Interval Arithmetic with Symmetric Calibration
by: Luo, Rui, et al.
Published: (2024)
by: Luo, Rui, et al.
Published: (2024)
Conditional Conformal Risk Adaptation
by: Luo, Rui, et al.
Published: (2025)
by: Luo, Rui, et al.
Published: (2025)
Volume-Sorted Prediction Set: Efficient Conformal Prediction for Multi-Target Regression
by: Luo, Rui, et al.
Published: (2025)
by: Luo, Rui, et al.
Published: (2025)
Trustworthy Classification through Rank-Based Conformal Prediction Sets
by: Luo, Rui, et al.
Published: (2024)
by: Luo, Rui, et al.
Published: (2024)
Co-optimization for Adaptive Conformal Prediction
by: Su, Xiaoyi, et al.
Published: (2026)
by: Su, Xiaoyi, et al.
Published: (2026)
Weighted Aggregation of Conformity Scores for Classification
by: Luo, Rui, et al.
Published: (2024)
by: Luo, Rui, et al.
Published: (2024)
Adaptive Conformal Inference by Particle Filtering under Hidden Markov Models
by: Su, Xiaoyi, et al.
Published: (2024)
by: Su, Xiaoyi, et al.
Published: (2024)
Enhancing Trustworthiness of Graph Neural Networks with Rank-Based Conformal Training
by: Wang, Ting, et al.
Published: (2025)
by: Wang, Ting, et al.
Published: (2025)
On Training-Conditional Conformal Prediction and Binomial Proportion Confidence Intervals
by: Coppola, Rudi, et al.
Published: (2025)
by: Coppola, Rudi, et al.
Published: (2025)
Enhancing Adversarial Robustness with Conformal Prediction: A Framework for Guaranteed Model Reliability
by: Bao, Jie, et al.
Published: (2025)
by: Bao, Jie, et al.
Published: (2025)
Residual Reweighted Conformal Prediction for Graph Neural Networks
by: Zhang, Zheng, et al.
Published: (2025)
by: Zhang, Zheng, et al.
Published: (2025)
Game-Theoretic Defenses for Robust Conformal Prediction Against Adversarial Attacks in Medical Imaging
by: Luo, Rui, et al.
Published: (2024)
by: Luo, Rui, et al.
Published: (2024)
Boosted Conformal Prediction Intervals
by: Xie, Ran, et al.
Published: (2024)
by: Xie, Ran, et al.
Published: (2024)
SpeedCP: Fast Kernel-based Conditional Conformal Prediction
by: Liu, Yating, et al.
Published: (2025)
by: Liu, Yating, et al.
Published: (2025)
Adaptive Conformal Prediction Intervals Over Trajectory Ensembles
by: Li, Ruipu, et al.
Published: (2025)
by: Li, Ruipu, et al.
Published: (2025)
Individualised Counterfactual Examples Using Conformal Prediction Intervals
by: Adams, James M., et al.
Published: (2025)
by: Adams, James M., et al.
Published: (2025)
Conformal Load Prediction with Transductive Graph Autoencoders
by: Luo, Rui, et al.
Published: (2024)
by: Luo, Rui, et al.
Published: (2024)
Conformalized Percentile Interval: Finite Sample Validity and Improved Conditional Performance
by: Zou, Ran, et al.
Published: (2026)
by: Zou, Ran, et al.
Published: (2026)
Regression Trees for Fast and Adaptive Prediction Intervals
by: Cabezas, Luben M. C., et al.
Published: (2024)
by: Cabezas, Luben M. C., et al.
Published: (2024)
Bellman Conformal Inference: Calibrating Prediction Intervals For Time Series
by: Yang, Zitong, et al.
Published: (2024)
by: Yang, Zitong, et al.
Published: (2024)
Federated Conditional Conformal Prediction via Generative Models
by: Xu, Rui, et al.
Published: (2025)
by: Xu, Rui, et al.
Published: (2025)
Robust Conditional Conformal Prediction via Branched Normalizing Flow
by: Xu, Rui, et al.
Published: (2026)
by: Xu, Rui, et al.
Published: (2026)
Uncertainty-Aware Multimodal Learning via Conformal Shapley Intervals
by: Chandy, Mathew, et al.
Published: (2026)
by: Chandy, Mathew, et al.
Published: (2026)
Extreme Conformal Prediction: Reliable Intervals for High-Impact Events
by: Pasche, Olivier C., et al.
Published: (2025)
by: Pasche, Olivier C., et al.
Published: (2025)
Unveil Sources of Uncertainty: Feature Contribution to Conformal Prediction Intervals
by: Idrissi, Marouane Il, et al.
Published: (2025)
by: Idrissi, Marouane Il, et al.
Published: (2025)
Questioning the Coverage-Length Metric in Conformal Prediction: When Shorter Intervals Are Not Better
by: Min, Yizhou, et al.
Published: (2026)
by: Min, Yizhou, et al.
Published: (2026)
Building Conformal Prediction Intervals with Approximate Message Passing
by: Clarté, Lucas, et al.
Published: (2024)
by: Clarté, Lucas, et al.
Published: (2024)
Prediction Intervals for Individual Treatment Effects in a Multiple Decision Point Framework using Conformal Inference
by: Bose, Swaraj, et al.
Published: (2025)
by: Bose, Swaraj, et al.
Published: (2025)
Enhanced Route Planning with Calibrated Uncertainty Set
by: Tang, Lingxuan, et al.
Published: (2025)
by: Tang, Lingxuan, et al.
Published: (2025)
Predictive Inference With Fast Feature Conformal Prediction
by: Tang, Zihao, et al.
Published: (2024)
by: Tang, Zihao, et al.
Published: (2024)
CASCADE Conformal Prediction: Uncertainty-Adaptive Prediction Intervals for Two-Stage Clinical Decision Support
by: Diaz-Rincon, Ricardo, et al.
Published: (2026)
by: Diaz-Rincon, Ricardo, et al.
Published: (2026)
Entropy Reweighted Conformal Classification
by: Luo, Rui, et al.
Published: (2024)
by: Luo, Rui, et al.
Published: (2024)
Conformal Prediction Assessment: A Framework for Conditional Coverage Evaluation and Selection
by: Zhou, Zheng, et al.
Published: (2026)
by: Zhou, Zheng, et al.
Published: (2026)
Conditional Coverage Diagnostics for Conformal Prediction
by: Braun, Sacha, et al.
Published: (2025)
by: Braun, Sacha, et al.
Published: (2025)
Conformal Prediction Sets with Improved Conditional Coverage using Trust Scores
by: Kaur, Jivat Neet, et al.
Published: (2025)
by: Kaur, Jivat Neet, et al.
Published: (2025)
Sample-Efficient Safety Assurances using Conformal Prediction
by: Luo, Rachel, et al.
Published: (2021)
by: Luo, Rachel, et al.
Published: (2021)
Kandinsky Conformal Prediction: Beyond Class- and Covariate-Conditional Coverage
by: Bairaktari, Konstantina, et al.
Published: (2025)
by: Bairaktari, Konstantina, et al.
Published: (2025)
Weighted Bayesian Conformal Prediction
by: Lou, Xiayin, et al.
Published: (2026)
by: Lou, Xiayin, et al.
Published: (2026)
Learning a Class of Mixed Linear Regressions: Global Convergence under General Data Conditions
by: Liu, Yujing, et al.
Published: (2025)
by: Liu, Yujing, et al.
Published: (2025)
Similar Items
-
Conformal Thresholded Intervals for Efficient Regression
by: Luo, Rui, et al.
Published: (2024) -
Conformalized Interval Arithmetic with Symmetric Calibration
by: Luo, Rui, et al.
Published: (2024) -
Conditional Conformal Risk Adaptation
by: Luo, Rui, et al.
Published: (2025) -
Volume-Sorted Prediction Set: Efficient Conformal Prediction for Multi-Target Regression
by: Luo, Rui, et al.
Published: (2025) -
Trustworthy Classification through Rank-Based Conformal Prediction Sets
by: Luo, Rui, et al.
Published: (2024)