CASCADE Conformal Prediction: Uncertainty-Adaptive Prediction Intervals for Two-Stage Clinical Decision Support
Fuente:
arXiv
Saved in:
| Main Authors: | Diaz-Rincon, Ricardo, Liang, Muxuan, Ramirez-Zamora, Adolfo, Shickel, Benjamin |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
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)
Classification-Powered Conformal Inference for Zero-inflated Outcomes
by: Li, Zhirui, et al.
Published: (2026)
by: Li, Zhirui, et al.
Published: (2026)
Boosted Conformal Prediction Intervals
by: Xie, Ran, et al.
Published: (2024)
by: Xie, Ran, 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)
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)
A Unified Framework for Structure-Aware Clustering and Heterogeneous Causal Graph Learning
by: Du, Honglin, et al.
Published: (2026)
by: Du, Honglin, et al.
Published: (2026)
Late Fusion Multi-task Learning for Semiparametric Inference with Nuisance Parameters
by: Bhattacharya, Sohom, et al.
Published: (2025)
by: Bhattacharya, Sohom, et al.
Published: (2025)
Conformal Decision Theory: Safe Autonomous Decisions from Imperfect Predictions
by: Lekeufack, Jordan, et al.
Published: (2023)
by: Lekeufack, Jordan, et al.
Published: (2023)
Shape-Adaptive Conditional Calibration for Conformal Prediction via Minimax Optimization
by: Bao, Yajie, et al.
Published: (2026)
by: Bao, Yajie, 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)
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)
Generative Conformal Prediction with Vectorized Non-Conformity Scores
by: Zheng, Minxing, et al.
Published: (2024)
by: Zheng, Minxing, et al.
Published: (2024)
Conformal and kNN Predictive Uncertainty Quantification Algorithms in Metric Spaces
by: Lugosi, Gábor, et al.
Published: (2025)
by: Lugosi, Gábor, et al.
Published: (2025)
Flow-Based Conformal Predictive Distributions
by: Harris, Trevor
Published: (2026)
by: Harris, Trevor
Published: (2026)
Multi-Distribution Robust Conformal Prediction
by: Yang, Yuqi, et al.
Published: (2026)
by: Yang, Yuqi, et al.
Published: (2026)
From Conformal Predictions to Confidence Regions
by: Guille-Escuret, Charles, et al.
Published: (2024)
by: Guille-Escuret, Charles, et al.
Published: (2024)
Calibration Prediction Interval for Non-parametric Regression and Neural Networks
by: Wu, Kejin, et al.
Published: (2025)
by: Wu, Kejin, et al.
Published: (2025)
Inference with non-differentiable surrogate loss in a general high-dimensional classification framework
by: Liang, Muxuan, et al.
Published: (2024)
by: Liang, Muxuan, et al.
Published: (2024)
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)
Distribution-free Conformal Prediction for Ordinal Classification
by: Chakraborty, Subhrasish, et al.
Published: (2024)
by: Chakraborty, Subhrasish, et al.
Published: (2024)
Two-Stage Data Synthesization: A Statistics-Driven Restricted Trade-off between Privacy and Prediction
by: Liu, Xiaotong, et al.
Published: (2026)
by: Liu, Xiaotong, et al.
Published: (2026)
Adaptive Confidence Intervals in Efron's Gaussian Two-Groups Model
by: Wang, Qiaosen, et al.
Published: (2026)
by: Wang, Qiaosen, et al.
Published: (2026)
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)
Fuzzy Prediction Sets: Conformal Prediction with E-values
by: Koning, Nick W., et al.
Published: (2025)
by: Koning, Nick W., 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)
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)
SpeedCP: Fast Kernel-based Conditional Conformal Prediction
by: Liu, Yating, et al.
Published: (2025)
by: Liu, Yating, et al.
Published: (2025)
Conformal Selective Prediction with General Risk Control
by: Bai, Tian, et al.
Published: (2026)
by: Bai, Tian, et al.
Published: (2026)
UTOPIA: Universally Trainable Optimal Prediction Intervals Aggregation
by: Fan, Jianqing, et al.
Published: (2023)
by: Fan, Jianqing, et al.
Published: (2023)
Integrating Uncertainty Awareness into Conformalized Quantile Regression
by: Rossellini, Raphael, et al.
Published: (2023)
by: Rossellini, Raphael, et al.
Published: (2023)
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)
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)
Conformal Prediction for Nonparametric Instrumental Regression
by: Kato, Masahiro
Published: (2026)
by: Kato, Masahiro
Published: (2026)
Conflict Forecasting via Conformal Prediction for Markov Processes
by: Basarkar, Aditya, et al.
Published: (2026)
by: Basarkar, Aditya, et al.
Published: (2026)
Similar Items
-
Uncertainty-Aware Prediction of Parkinson's Disease Medication Needs: A Two-Stage Conformal Prediction Approach
by: Diaz-Rincon, Ricardo, et al.
Published: (2025) -
Classification-Powered Conformal Inference for Zero-inflated Outcomes
by: Li, Zhirui, et al.
Published: (2026) -
Boosted Conformal Prediction Intervals
by: Xie, Ran, 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) -
Extreme Conformal Prediction: Reliable Intervals for High-Impact Events
by: Pasche, Olivier C., et al.
Published: (2025)