Multi-Distribution Robust Conformal Prediction
Fuente:
arXiv
Saved in:
| Main Authors: | Yang, Yuqi, Jin, Ying |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Conformal Selective Prediction with General Risk Control
by: Bai, Tian, et al.
Published: (2026)
by: Bai, Tian, et al.
Published: (2026)
Flow-Based Conformal Predictive Distributions
by: Harris, Trevor
Published: (2026)
by: Harris, Trevor
Published: (2026)
Confidence on the Focal: Conformal Prediction with Selection-Conditional Coverage
by: Jin, Ying, et al.
Published: (2024)
by: Jin, Ying, et al.
Published: (2024)
Distribution-free Conformal Prediction for Ordinal Classification
by: Chakraborty, Subhrasish, et al.
Published: (2024)
by: Chakraborty, Subhrasish, et al.
Published: (2024)
Online Selective Conformal Prediction with Asymmetric Rules: A Permutation Test Approach
by: Zheng, Mingyi, et al.
Published: (2026)
by: Zheng, Mingyi, et al.
Published: (2026)
Multi-Source Conformal Inference Under Distribution Shift
by: Liu, Yi, et al.
Published: (2024)
by: Liu, Yi, et al.
Published: (2024)
Optimized Conformal Selection: Powerful Selective Inference After Conformity Score Optimization
by: Bai, Tian, et al.
Published: (2024)
by: Bai, Tian, et al.
Published: (2024)
Conformal Prediction under Levy-Prokhorov Distribution Shifts: Robustness to Local and Global Perturbations
by: Aolaritei, Liviu, et al.
Published: (2025)
by: Aolaritei, Liviu, et al.
Published: (2025)
Everywhere Valid Bounds on False Discovery Proportions in Conformal Inference
by: Song, Ziang, et al.
Published: (2026)
by: Song, Ziang, et al.
Published: (2026)
Optimal Model Selection for Conformalized Robust Optimization
by: Bao, Yajie, et al.
Published: (2025)
by: Bao, Yajie, et al.
Published: (2025)
Generative Conformal Prediction with Vectorized Non-Conformity Scores
by: Zheng, Minxing, et al.
Published: (2024)
by: Zheng, Minxing, 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)
Robust and Adaptive Spectral Method for Representation Multi-Task Learning with Contamination
by: Huang, Yian, et al.
Published: (2025)
by: Huang, Yian, et al.
Published: (2025)
Elements of Conformal Prediction for Statisticians
by: Sesia, Matteo, et al.
Published: (2026)
by: Sesia, Matteo, et al.
Published: (2026)
Self-Calibrating Conformal Prediction
by: van der Laan, Lars, et al.
Published: (2024)
by: van der Laan, Lars, et al.
Published: (2024)
Boosted Conformal Prediction Intervals
by: Xie, Ran, et al.
Published: (2024)
by: Xie, Ran, et al.
Published: (2024)
Distribution-Free Robust Predict-Then-Optimize in Function Spaces
by: Patel, Yash, et al.
Published: (2026)
by: Patel, Yash, et al.
Published: (2026)
Extending Prediction-Powered Inference through Conformal Prediction
by: Csillag, Daniel, et al.
Published: (2025)
by: Csillag, Daniel, et al.
Published: (2025)
From Conformal Predictions to Confidence Regions
by: Guille-Escuret, Charles, et al.
Published: (2024)
by: Guille-Escuret, Charles, et al.
Published: (2024)
Robust Validation: Confident Predictions Even When Distributions Shift
by: Cauchois, Maxime, et al.
Published: (2020)
by: Cauchois, Maxime, et al.
Published: (2020)
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)
Label Noise Robustness of Conformal Prediction
by: Einbinder, Bat-Sheva, et al.
Published: (2022)
by: Einbinder, Bat-Sheva, et al.
Published: (2022)
Stable Localized Conformal Prediction via Transduction
by: Min, Yinjie, et al.
Published: (2026)
by: Min, Yinjie, et al.
Published: (2026)
Conformal Prediction via Transported Beta Laws
by: Ramos, Thiago R., et al.
Published: (2026)
by: Ramos, Thiago R., et al.
Published: (2026)
Distributionally Robust Learning for Multi-source Unsupervised Domain Adaptation
by: Wang, Zhenyu, et al.
Published: (2023)
by: Wang, Zhenyu, et al.
Published: (2023)
Robust Conformal Outlier Detection under Contaminated Reference Data
by: Bashari, Meshi, et al.
Published: (2025)
by: Bashari, Meshi, et al.
Published: (2025)
Doubly Robust Conformalized Survival Analysis with Right-Censored Data
by: Sesia, Matteo, et al.
Published: (2024)
by: Sesia, Matteo, et al.
Published: (2024)
Online Conformal Prediction for Non-Exchangeable Panel Data
by: Tu, Daohong, et al.
Published: (2026)
by: Tu, Daohong, et al.
Published: (2026)
Aggregating Conformal Prediction Sets via α-Allocation
by: Xu, Congbin, et al.
Published: (2025)
by: Xu, Congbin, et al.
Published: (2025)
Generalized Venn and Venn-Abers Calibration with Applications in Conformal Prediction
by: van der Laan, Lars, et al.
Published: (2025)
by: van der Laan, Lars, et al.
Published: (2025)
Joint Registration and Conformal Prediction for Partially Observed Functional Data
by: Wang, Fangyi, et al.
Published: (2025)
by: Wang, Fangyi, et al.
Published: (2025)
Bin-Conditional Conformal Prediction of Fatalities from Armed Conflict
by: Randahl, David, et al.
Published: (2024)
by: Randahl, David, et al.
Published: (2024)
Multi-task Linear Regression without Eigenvalue Lower Bounds: Adaptivity, Robustness, and Safety
by: Kim, Seok-Jin
Published: (2026)
by: Kim, Seok-Jin
Published: (2026)
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)
ConfHit: Conformal Generative Design with Oracle Free Guarantees
by: Laghuvarapu, Siddhartha, et al.
Published: (2026)
by: Laghuvarapu, Siddhartha, et al.
Published: (2026)
Shape-Adaptive Conditional Calibration for Conformal Prediction via Minimax Optimization
by: Bao, Yajie, et al.
Published: (2026)
by: Bao, Yajie, et al.
Published: (2026)
Conformal Prediction for Ensembles: Improving Efficiency via Score-Based Aggregation
by: Rivera, Eduardo Ochoa, et al.
Published: (2024)
by: Rivera, Eduardo Ochoa, et al.
Published: (2024)
Uncertainty-Aware Prediction of Parkinson's Disease Medication Needs: A Two-Stage Conformal Prediction Approach
by: Diaz-Rincon, Ricardo, et al.
Published: (2025)
by: Diaz-Rincon, Ricardo, et al.
Published: (2025)
Theoretical Foundations of Conformal Prediction
by: Angelopoulos, Anastasios N., et al.
Published: (2024)
by: Angelopoulos, Anastasios N., et al.
Published: (2024)
Length Optimization in Conformal Prediction
by: Kiyani, Shayan, et al.
Published: (2024)
by: Kiyani, Shayan, et al.
Published: (2024)
Similar Items
-
Conformal Selective Prediction with General Risk Control
by: Bai, Tian, et al.
Published: (2026) -
Flow-Based Conformal Predictive Distributions
by: Harris, Trevor
Published: (2026) -
Confidence on the Focal: Conformal Prediction with Selection-Conditional Coverage
by: Jin, Ying, et al.
Published: (2024) -
Distribution-free Conformal Prediction for Ordinal Classification
by: Chakraborty, Subhrasish, et al.
Published: (2024) -
Online Selective Conformal Prediction with Asymmetric Rules: A Permutation Test Approach
by: Zheng, Mingyi, et al.
Published: (2026)