Cover Image

Conformal Prediction via Transported Beta Laws

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Ramos, Thiago R., Graziadei, Helton, Cabezas, Luben M. C.
Format:	Preprint
Published:	2026
Subjects:	Machine Learning Methodology
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Conformal Calibration of Statistical Confidence Sets
by: Cabezas, Luben M. C., et al.
Published: (2024)

Conformal prediction for frequency-severity modeling
by: Graziadei, Helton, et al.
Published: (2023)

Projected random forests and conformal prediction of circular data
by: F., Paulo C. Marques, et al.
Published: (2024)

CREDO: Epistemic-Aware Conformalized Credal Envelopes for Regression
by: Cabezas, Luben M. C., et al.
Published: (2026)

Conformal Prediction for Compositional Data
by: Amaral, Lucas P., et al.
Published: (2025)

Epistemic Uncertainty in Conformal Scores: A Unified Approach
by: Cabezas, Luben M. C., et al.
Published: (2025)

LoBoost: Fast Model-Native Local Conformal Prediction for Gradient-Boosted Trees
by: Santos, Vagner, et al.
Published: (2026)

Parametric Scaling Law of Tuning Bias in Conformal Prediction
by: Zeng, Hao, et al.
Published: (2025)

Stable Localized Conformal Prediction via Transduction
by: Min, Yinjie, et al.
Published: (2026)

CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference
by: Cabezas, Luben M. C., et al.
Published: (2025)

Self-Calibrating Conformal Prediction
by: van der Laan, Lars, et al.
Published: (2024)

Aggregating Conformal Prediction Sets via α-Allocation
by: Xu, Congbin, et al.
Published: (2025)

Conformal Prediction with Time-Series Data via Sequential Conformalized Density Regions
by: Sampson, M., et al.
Published: (2026)

Generative Conformal Prediction with Vectorized Non-Conformity Scores
by: Zheng, Minxing, et al.
Published: (2024)

Elements of Conformal Prediction for Statisticians
by: Sesia, Matteo, et al.
Published: (2026)

Boosted Conformal Prediction Intervals
by: Xie, Ran, et al.
Published: (2024)

Shape-Adaptive Conditional Calibration for Conformal Prediction via Minimax Optimization
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)

Conflict Forecasting via Conformal Prediction for Markov Processes
by: Basarkar, Aditya, et al.
Published: (2026)

Extending Prediction-Powered Inference through Conformal Prediction
by: Csillag, Daniel, et al.
Published: (2025)

Flow-Based Conformal Predictive Distributions
by: Harris, Trevor
Published: (2026)

Multi-Distribution Robust Conformal Prediction
by: Yang, Yuqi, et al.
Published: (2026)

From Conformal Predictions to Confidence Regions
by: Guille-Escuret, Charles, et al.
Published: (2024)

Skew-adaptive conformal prediction
by: F., Paulo C. Marques, et al.
Published: (2026)

Differentially Private Conformal Prediction via Quantile Binary Search
by: Romanus, Ogonnaya M., et al.
Published: (2025)

Distribution-free Conformal Prediction for Ordinal Classification
by: Chakraborty, Subhrasish, et al.
Published: (2024)

Online Conformal Prediction for Non-Exchangeable Panel Data
by: Tu, Daohong, et al.
Published: (2026)

Extreme Conformal Prediction: Reliable Intervals for High-Impact Events
by: Pasche, Olivier C., et al.
Published: (2025)

Generalized Venn and Venn-Abers Calibration with Applications in Conformal Prediction
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)

Bin-Conditional Conformal Prediction of Fatalities from Armed Conflict
by: Randahl, David, et al.
Published: (2024)

SpeedCP: Fast Kernel-based Conditional Conformal Prediction
by: Liu, Yating, et al.
Published: (2025)

CASCADE Conformal Prediction: Uncertainty-Adaptive Prediction Intervals for Two-Stage Clinical Decision Support
by: Diaz-Rincon, Ricardo, et al.
Published: (2026)

Conformal Prediction Assessment: A Framework for Conditional Coverage Evaluation and Selection
by: Zhou, Zheng, et al.
Published: (2026)

Conformal Selective Prediction with General Risk Control
by: Bai, Tian, et al.
Published: (2026)

Uncertainty-Aware Prediction of Parkinson's Disease Medication Needs: A Two-Stage Conformal Prediction Approach
by: Diaz-Rincon, Ricardo, et al.
Published: (2025)

Theoretical Foundations of Conformal Prediction
by: Angelopoulos, Anastasios N., et al.
Published: (2024)

Length Optimization in Conformal Prediction
by: Kiyani, Shayan, et al.
Published: (2024)

Colorful Pinball: Density-Weighted Quantile Regression for Conditional Guarantee of Conformal Prediction
by: Chen, Qianyi, et al.
Published: (2025)

CAP: A General Algorithm for Online Selective Conformal Prediction with FCR Control
by: Bao, Yajie, et al.
Published: (2024)