:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Authors:	Coppola, Rudi, Mazo Jr, Manuel
Format:	Preprint
Published:	2025
Subjects:	Machine Learning
Online Access:	https://arxiv.org/abs/2502.07497
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Data-driven Interval MDP for Robust Control Synthesis
by: Coppola, Rudi, et al.
Published: (2024)

Data-Driven Abstractions for Control Systems via Random Exploration
by: Coppola, Rudi, et al.
Published: (2024)

Fast Conformal Prediction using Conditional Interquantile Intervals
by: Guo, Naixin, et al.
Published: (2026)

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

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

Reinforcement Learning for Robust Ageing-Aware Control of Li-ion Battery Systems with Data-Driven Formal Verification
by: Coppola, Rudi, et al.
Published: (2025)

Robust Confidence Intervals for a Binomial Proportion: Local Optimality and Adaptivity
by: Cho, Minjun, et al.
Published: (2025)

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

Confidence Interval Construction and Conditional Variance Estimation with Dense ReLU Networks
by: Padilla, Carlos Misael Madrid, et al.
Published: (2024)

Adaptive Conformal Prediction Intervals Over Trajectory Ensembles
by: Li, Ruipu, et al.
Published: (2025)

Individualised Counterfactual Examples Using Conformal Prediction Intervals
by: Adams, James M., et al.
Published: (2025)

Conformalized Percentile Interval: Finite Sample Validity and Improved Conditional Performance
by: Zou, Ran, et al.
Published: (2026)

Confidence Intervals and Simultaneous Confidence Bands Based on Deep Learning
by: Arie, Asaf Ben, et al.
Published: (2024)

CONTINA: Confidence Interval for Traffic Demand Prediction with Coverage Guarantee
by: Yang, Chao, et al.
Published: (2025)

Confidence Intervals for Evaluation of Data Mining
by: Yuan, Zheng, et al.
Published: (2025)

Bellman Conformal Inference: Calibrating Prediction Intervals For Time Series
by: Yang, Zitong, et al.
Published: (2024)

Optimal Bayesian Affine Estimator and Active Learning for the Wiener Model
by: Vakili, Sasan, et al.
Published: (2025)

Confidence Interval Estimation of Predictive Performance in the Context of AutoML
by: Paraschakis, Konstantinos, et al.
Published: (2024)

Filtering with Confidence: When Data Augmentation Meets Conformal Prediction
by: Wu, Zixuan, et al.
Published: (2025)

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

Unveil Sources of Uncertainty: Feature Contribution to Conformal Prediction Intervals
by: Idrissi, Marouane Il, et al.
Published: (2025)

Building Conformal Prediction Intervals with Approximate Message Passing
by: Clarté, Lucas, et al.
Published: (2024)

Combining Priors with Experience: Confidence Calibration Based on Binomial Process Modeling
by: Dong, Jinzong, et al.
Published: (2024)

Existence and Synthesis of Multi-Resolution Approximate Bisimulations for Continuous-State Dynamical Systems
by: Coppola, Rudi, et al.
Published: (2025)

Conformal Thresholded Intervals for Efficient Regression
by: Luo, Rui, et al.
Published: (2024)

Conformalized Interval Arithmetic with Symmetric Calibration
by: Luo, Rui, et al.
Published: (2024)

Questioning the Coverage-Length Metric in Conformal Prediction: When Shorter Intervals Are Not Better
by: Min, Yizhou, et al.
Published: (2026)

Beyond Conformal Predictors: Adaptive Conformal Inference with Confidence Predictors
by: Szabadváry, Johan Hallberg, et al.
Published: (2024)

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

PERRY: Policy Evaluation with Confidence Intervals using Auxiliary Data
by: Mandyam, Aishwarya, et al.
Published: (2025)

Reliable Programmatic Weak Supervision with Confidence Intervals for Label Probabilities
by: Álvarez, Verónica, et al.
Published: (2025)

A Confidence Interval for the $\ell_2$ Expected Calibration Error
by: Sun, Yan, et al.
Published: (2024)

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

Conditional Coverage Diagnostics for Conformal Prediction
by: Braun, Sacha, et al.
Published: (2025)

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

Constructing Confidence Intervals for 'the' Generalization Error -- a Comprehensive Benchmark Study
by: Schulz-Kümpel, Hannah, et al.
Published: (2024)

Constructing Confidence Intervals for Average Treatment Effects from Multiple Datasets
by: Wang, Yuxin, et al.
Published: (2024)

A new paradigm for global sensitivity analysis
by: Mazo, Gildas
Published: (2024)

Federated Conditional Conformal Prediction via Generative Models
by: Xu, Rui, et al.
Published: (2025)

Beyond Confidence: Adaptive Abstention in Dual-Threshold Conformal Prediction for Autonomous System Perception
by: Kumar, Divake, et al.
Published: (2025)