Cover Image

Enhanced Route Planning with Calibrated Uncertainty Set

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Tang, Lingxuan, Luo, Rui, Zhou, Zhixin, Colombo, Nicolo
Format:	Preprint
Published:	2025
Subjects:	Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

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

Conformal Load Prediction with Transductive Graph Autoencoders
by: Luo, Rui, et al.
Published: (2024)

Entropy Reweighted Conformal Classification
by: Luo, Rui, et al.
Published: (2024)

Trustworthy Classification through Rank-Based Conformal Prediction Sets
by: Luo, Rui, et al.
Published: (2024)

Volume-Sorted Prediction Set: Efficient Conformal Prediction for Multi-Target Regression
by: Luo, Rui, et al.
Published: (2025)

Residual Reweighted Conformal Prediction for Graph Neural Networks
by: Zhang, Zheng, et al.
Published: (2025)

Conditional Conformal Risk Adaptation
by: Luo, Rui, et al.
Published: (2025)

Weighted Aggregation of Conformity Scores for Classification
by: Luo, Rui, et al.
Published: (2024)

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

Normalizing Flows for Conformal Regression
by: Colombo, Nicolo
Published: (2024)

Enhancing Trustworthiness of Graph Neural Networks with Rank-Based Conformal Training
by: Wang, Ting, et al.
Published: (2025)

Assumption-free fidelity bounds for hardware noise characterization
by: Colombo, Nicolo
Published: (2025)

Measuring Uncertainty Calibration
by: Ciosek, Kamil, et al.
Published: (2025)

Adaptive Conformal Inference by Particle Filtering under Hidden Markov Models
by: Su, Xiaoyi, et al.
Published: (2024)

Co-optimization for Adaptive Conformal Prediction
by: Su, Xiaoyi, et al.
Published: (2026)

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

UCCI: Calibrated Uncertainty for Cost-Optimal LLM Cascade Routing
by: Kotte, Varun
Published: (2026)

Enhancing Adversarial Robustness with Conformal Prediction: A Framework for Guaranteed Model Reliability
by: Bao, Jie, et al.
Published: (2025)

Coverage-Guaranteed Speech Emotion Recognition via Calibrated Uncertainty-Adaptive Prediction Sets
by: Jia, Zijun, et al.
Published: (2025)

Unified Uncertainty Calibration
by: Chaudhuri, Kamalika, et al.
Published: (2023)

The Minimax Rate of Second-Order Calibration
by: Ciosek, Kamil, et al.
Published: (2026)

From Uncertainty to Precision: Enhancing Binary Classifier Performance through Calibration
by: Machado, Agathe Fernandes, et al.
Published: (2024)

Uncertainty-Calibrated Spatiotemporal Field Diffusion with Sparse Supervision
by: Valencia, Kevin, et al.
Published: (2026)

Game-Theoretic Defenses for Robust Conformal Prediction Against Adversarial Attacks in Medical Imaging
by: Luo, Rui, et al.
Published: (2024)

Flexible Routing via Uncertainty Decomposition
by: Peale, Charlotte, et al.
Published: (2026)

Uncertainty Weighted Gradients for Model Calibration
by: Lin, Jinxu, et al.
Published: (2025)

Calibrated Uncertainty Sampling for Active Learning
by: Bui, Ha Manh, et al.
Published: (2025)

MCNet: Monotonic Calibration Networks for Expressive Uncertainty Calibration in Online Advertising
by: Dai, Quanyu, et al.
Published: (2025)

On the Importance of Uncertainty in Decision-Making with Large Language Models
by: Felicioni, Nicolò, et al.
Published: (2024)

Non-Convex Robust Hypothesis Testing using Sinkhorn Uncertainty Sets
by: Wang, Jie, et al.
Published: (2024)

On Uncertainty Calibration for Equivariant Functions
by: Berman, Edward, et al.
Published: (2025)

Diffusion-Inspired Reconfiguration of Transformers for Uncertainty Calibration
by: Dao, Manh Cuong, et al.
Published: (2026)

Adaptive Set-Mass Calibration with Conformal Prediction
by: Kazantsev, Daniil, et al.
Published: (2025)

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

On the Calibration of Epistemic Uncertainty: Principles, Paradoxes and Conflictual Loss
by: Fellaji, Mohammed, et al.
Published: (2024)

Reading Calibrated Uncertainty from Language Model Trajectories
by: Eusebi, Aliai, et al.
Published: (2026)

Towards Certification of Uncertainty Calibration under Adversarial Attacks
by: Emde, Cornelius, et al.
Published: (2024)

Calibrated Explanations: with Uncertainty Information and Counterfactuals
by: Lofstrom, Helena, et al.
Published: (2023)

Structure-Aware Stylized Image Synthesis for Robust Medical Image Segmentation
by: Bao, Jie, et al.
Published: (2024)

Uncertainty-Calibrated Test-Time Model Adaptation without Forgetting
by: Tan, Mingkui, et al.
Published: (2024)