Fuzzy Prediction Sets: Conformal Prediction with E-values
Fuente:
arXiv
Saved in:
| Main Authors: | Koning, Nick W., van Meer, Sam |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Anytime Validity is Free: Inducing Sequential Tests
by: Koning, Nick W., et al.
Published: (2025)
by: Koning, Nick W., et al.
Published: (2025)
Measuring Evidence against Exchangeability and Group Invariance with E-values
by: Koning, Nick W.
Published: (2023)
by: Koning, Nick W.
Published: (2023)
Post-hoc $α$ Hypothesis Testing and the Post-hoc $p$-value
by: Koning, Nick W.
Published: (2023)
by: Koning, Nick W.
Published: (2023)
Theoretical Foundations of Conformal Prediction
by: Angelopoulos, Anastasios N., et al.
Published: (2024)
by: Angelopoulos, Anastasios N., et al.
Published: (2024)
Conformal Prediction with Time-Series Data via Sequential Conformalized Density Regions
by: Sampson, M., et al.
Published: (2026)
by: Sampson, M., et al.
Published: (2026)
Interpretable Multivariate Conformal Prediction with Fast Transductive Standardization
by: Fan, Yunjie, et al.
Published: (2025)
by: Fan, Yunjie, et al.
Published: (2025)
Parametric Scaling Law of Tuning Bias in Conformal Prediction
by: Zeng, Hao, et al.
Published: (2025)
by: Zeng, Hao, et al.
Published: (2025)
Confidence on the Focal: Conformal Prediction with Selection-Conditional Coverage
by: Jin, Ying, et al.
Published: (2024)
by: Jin, Ying, et al.
Published: (2024)
Max-Rank: Efficient Multiple Testing for Conformal Prediction
by: Timans, Alexander, et al.
Published: (2023)
by: Timans, Alexander, et al.
Published: (2023)
Testing for Outliers with Conformal p-values
by: Bates, Stephen, et al.
Published: (2021)
by: Bates, Stephen, et al.
Published: (2021)
Conformal and kNN Predictive Uncertainty Quantification Algorithms in Metric Spaces
by: Lugosi, Gábor, et al.
Published: (2025)
by: Lugosi, Gábor, et al.
Published: (2025)
Probabilistic Conformal Prediction with Approximate Conditional Validity
by: Plassier, Vincent, et al.
Published: (2024)
by: Plassier, Vincent, 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)
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)
Label Noise Robustness of Conformal Prediction
by: Einbinder, Bat-Sheva, et al.
Published: (2022)
by: Einbinder, Bat-Sheva, et al.
Published: (2022)
Equivalence testing with data-dependent and post-hoc equivalence margins
by: Koobs, Stan, et al.
Published: (2026)
by: Koobs, Stan, et al.
Published: (2026)
Bias-Aware Conformal Prediction for Metric-Based Imaging Pipelines
by: Cheung, Matt Y., et al.
Published: (2024)
by: Cheung, Matt Y., et al.
Published: (2024)
Weighted Conformal Clustering
by: Nath, Anirban, et al.
Published: (2026)
by: Nath, Anirban, et al.
Published: (2026)
Concentration and Calibration in Predictive Bayesian Inference
by: Frazier, David T., et al.
Published: (2026)
by: Frazier, David T., et al.
Published: (2026)
Predictive Inference in Multi-environment Scenarios
by: Duchi, John C., et al.
Published: (2024)
by: Duchi, John C., et al.
Published: (2024)
Flexible Conformal Highest Predictive Conditional Density Sets
by: Sampson, Max, et al.
Published: (2024)
by: Sampson, Max, et al.
Published: (2024)
UTOPIA: Universally Trainable Optimal Prediction Intervals Aggregation
by: Fan, Jianqing, et al.
Published: (2023)
by: Fan, Jianqing, et al.
Published: (2023)
SymmPI: Predictive Inference for Data with Group Symmetries
by: Dobriban, Edgar, et al.
Published: (2023)
by: Dobriban, Edgar, et al.
Published: (2023)
Conformal Risk Control for Non-Monotonic Losses
by: Angelopoulos, Anastasios N.
Published: (2026)
by: Angelopoulos, Anastasios N.
Published: (2026)
Conditional Predictive Inference for General Structured Data with Group Symmetries
by: Shen, Yichen, et al.
Published: (2026)
by: Shen, Yichen, et al.
Published: (2026)
Optimal Aggregation of Prediction Intervals under Unsupervised Domain Shift
by: Ge, Jiawei, et al.
Published: (2024)
by: Ge, Jiawei, et al.
Published: (2024)
Multiply Robust Conformal Risk Control with Coarsened Data
by: Paul, Manit, et al.
Published: (2025)
by: Paul, Manit, et al.
Published: (2025)
PCS-UQ: Uncertainty Quantification via the Predictability-Computability-Stability Framework
by: Agarwal, Abhineet, et al.
Published: (2025)
by: Agarwal, Abhineet, et al.
Published: (2025)
Fundamental Computational Limits in Pursuing Invariant Causal Prediction and Invariance-Guided Regularization
by: Gu, Yihong, et al.
Published: (2025)
by: Gu, Yihong, et al.
Published: (2025)
Leave a Window Out: Modifying the Jackknife for Predictive Inference in Time Series
by: Jiang, Hanyang, et al.
Published: (2026)
by: Jiang, Hanyang, et al.
Published: (2026)
Unified Inference Framework for Single and Multi-Player Performative Prediction: Method and Asymptotic Optimality
by: Zhang, Zhixian, et al.
Published: (2026)
by: Zhang, Zhixian, et al.
Published: (2026)
Conformalized Large-Scale Selective Inference with Informative and Trustworthy Prediction Sets
by: Li, Wangcheng, et al.
Published: (2026)
by: Li, Wangcheng, et al.
Published: (2026)
The $s$-value: evaluating stability with respect to distributional shifts
by: Gupta, Suyash, et al.
Published: (2021)
by: Gupta, Suyash, et al.
Published: (2021)
Theoretical guarantees for change localization using conformal p-values
by: Bhattacharyya, Swapnaneel, et al.
Published: (2025)
by: Bhattacharyya, Swapnaneel, et al.
Published: (2025)
On the Role of Surrogates in Conformal Inference of Individual Causal Effects
by: Gao, Chenyin, et al.
Published: (2024)
by: Gao, Chenyin, et al.
Published: (2024)
Semi-Supervised Quantile Estimation: Robust and Efficient Inference in High Dimensional Settings
by: Chakrabortty, Abhishek, et al.
Published: (2022)
by: Chakrabortty, Abhishek, et al.
Published: (2022)
A General Framework for Treatment Effect Estimation in Semi-Supervised and High Dimensional Settings
by: Chakrabortty, Abhishek, et al.
Published: (2022)
by: Chakrabortty, Abhishek, et al.
Published: (2022)
Conformal Risk Control
by: Angelopoulos, Anastasios N., et al.
Published: (2022)
by: Angelopoulos, Anastasios N., et al.
Published: (2022)
Testing Most Influential Sets
by: Konrad, Lucas Darius, et al.
Published: (2025)
by: Konrad, Lucas Darius, et al.
Published: (2025)
Bayesian Conformal-Projective Prediction
by: Roy, Arkaprava, et al.
Published: (2026)
by: Roy, Arkaprava, et al.
Published: (2026)
Similar Items
-
Anytime Validity is Free: Inducing Sequential Tests
by: Koning, Nick W., et al.
Published: (2025) -
Measuring Evidence against Exchangeability and Group Invariance with E-values
by: Koning, Nick W.
Published: (2023) -
Post-hoc $α$ Hypothesis Testing and the Post-hoc $p$-value
by: Koning, Nick W.
Published: (2023) -
Theoretical Foundations of Conformal Prediction
by: Angelopoulos, Anastasios N., et al.
Published: (2024) -
Conformal Prediction with Time-Series Data via Sequential Conformalized Density Regions
by: Sampson, M., et al.
Published: (2026)