Cover Image

Conformal Prediction With Conditional Guarantees

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Gibbs, Isaac, Cherian, John J., Candès, Emmanuel J.
Format:	Preprint
Published:	2023
Subjects:	Methodology
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Correcting the Coverage Bias of Quantile Regression
by: Gibbs, Isaac, et al.
Published: (2025)

Large language model validity via enhanced conformal prediction methods
by: Cherian, John J., et al.
Published: (2024)

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

Characterizing the Training-Conditional Coverage of Full Conformal Inference in High Dimensions
by: Gibbs, Isaac, et al.
Published: (2025)

Cross-Prediction-Powered Inference
by: Zrnic, Tijana, et al.
Published: (2023)

Everywhere Valid Bounds on False Discovery Proportions in Conformal Inference
by: Song, Ziang, et al.
Published: (2026)

Diversifying Conformal Selections
by: Nair, Yash, et al.
Published: (2025)

Tight Distribution-Free Confidence Intervals for Local Quantile Regression
by: Jang, Jayoon, et al.
Published: (2023)

Active Statistical Inference
by: Zrnic, Tijana, et al.
Published: (2024)

Imputation-Powered Inference
by: Zhao, Sarah, et al.
Published: (2025)

Testing for Outliers with Conformal p-values
by: Bates, Stephen, et al.
Published: (2021)

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

Sample-Efficient Omniprediction for Proper Losses
by: Gibbs, Isaac, et al.
Published: (2025)

Metropolized Knockoff Sampling
by: Bates, Stephen, et al.
Published: (2019)

Mosaic inference on panel data
by: Spector, Asher, et al.
Published: (2025)

Causal Inference in Genetic Trio Studies
by: Bates, Stephen, et al.
Published: (2020)

A Unified Theory of Conditional Coverage in Conformal Prediction with Applications
by: Min, Yinjie, et al.
Published: (2026)

Calibrated Multi-Level Quantile Forecasting
by: Ding, Tiffany, et al.
Published: (2025)

Flexible Conformal Highest Predictive Conditional Density Sets
by: Sampson, Max, et al.
Published: (2024)

A Post-Processing Conformal Prediction Approach for Conditional Coverage via Pivotal Scores
by: Laplante, Félix
Published: (2026)

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)

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

Shape-Adaptive Conditional Calibration for Conformal Prediction via Minimax Optimization
by: Bao, Yajie, et al.
Published: (2026)

Probabilistic Conformal Prediction with Approximate Conditional Validity
by: Plassier, Vincent, et al.
Published: (2024)

Confidence on the Focal: Conformal Prediction with Selection-Conditional Coverage
by: Jin, Ying, et al.
Published: (2024)

Model-free Bootstrap and Conformal Prediction in Regression: Conditionality, Conjecture Testing, and Pertinent Prediction Intervals
by: Wang, Yiren, et al.
Published: (2021)

Group-Weighted Conformal Prediction
by: Bhattacharyya, Aabesh, et al.
Published: (2024)

Conformal Prediction Sets for Populations of Graphs
by: Calissano, Anna, et al.
Published: (2024)

Selection and Aggregation of Conformal Prediction Sets
by: Yang, Yachong, et al.
Published: (2021)

Locally Adaptive Multi-Objective Learning
by: Kaur, Jivat Neet, et al.
Published: (2026)

Second-order group knockoffs with applications to GWAS
by: Chu, Benjamin B, et al.
Published: (2023)

Controlled Variable Selection from Summary Statistics Only? A Solution via GhostKnockoffs and Penalized Regression
by: Chen, Zhaomeng, et al.
Published: (2024)

Conformal Prediction Sets with Improved Conditional Coverage using Trust Scores
by: Kaur, Jivat Neet, et al.
Published: (2025)

Fair Conformal Prediction for Incomplete Covariate Data
by: Kong, Jingsen, et al.
Published: (2025)

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

ConfHit: Conformal Generative Design with Oracle Free Guarantees
by: Laghuvarapu, Siddhartha, et al.
Published: (2026)

Bayesian Conformal-Projective Prediction
by: Roy, Arkaprava, et al.
Published: (2026)

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

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