Cover Image

Conformal Prediction and Trustworthy AI

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Bellotti, Anthony, Zhao, Xindi
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

Investigating Data Usage for Inductive Conformal Predictors
by: Fang, Yizirui, et al.
Published: (2024)

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

Kolmogorov-Arnold Networks-based GRU and LSTM for Loan Default Early Prediction
by: Yang, Yue, et al.
Published: (2025)

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

Interference-Aware Edge Runtime Prediction with Conformal Matrix Completion
by: Huang, Tianshu, et al.
Published: (2025)

CaTE Data Curation for Trustworthy AI
by: Clemens-Sewall, Mary Versa, et al.
Published: (2025)

Backward Conformal Prediction
by: Gauthier, Etienne, et al.
Published: (2025)

Strategic Conformal Prediction
by: Csillag, Daniel, et al.
Published: (2024)

Conformal Structured Prediction
by: Zhang, Botong, et al.
Published: (2024)

Trustworthy AI Must Account for Interactions
by: Cresswell, Jesse C.
Published: (2025)

Trustworthy AI: Ensuring Reliability and Accountability from Models to Agents
by: Long, Carol Xuan
Published: (2026)

Adopting Trustworthy AI for Sleep Disorder Prediction: Deep Time Series Analysis with Temporal Attention Mechanism and Counterfactual Explanations
by: Ahadian, Pegah, et al.
Published: (2024)

Conformalized Link Prediction on Graph Neural Networks
by: Zhao, Tianyi, et al.
Published: (2024)

Counterfactually Fair Conformal Prediction
by: Guldogan, Ozgur, et al.
Published: (2025)

Singleton-Optimized Conformal Prediction
by: Wang, Tao, et al.
Published: (2025)

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

Conformal Prediction for Multimodal Regression
by: Bose, Alexis, et al.
Published: (2024)

Leverage-Weighted Conformal Prediction
by: Fadnavis, Shreyas
Published: (2026)

Conformal Loss-Controlling Prediction
by: Wang, Di, et al.
Published: (2023)

Differentially Private Conformal Prediction
by: Wu, Jiamei, et al.
Published: (2026)

Online Localized Conformal Prediction
by: Lai, Yuheng, et al.
Published: (2026)

Towards Trustworthy AI Software Development Assistance
by: Maninger, Daniel, et al.
Published: (2023)

Quantifying Epistemic Predictive Uncertainty in Conformal Prediction
by: Chau, Siu Lun, et al.
Published: (2026)

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

Robust Explanations Through Uncertainty Decomposition: A Path to Trustworthier AI
by: Zhu, Chenrui, et al.
Published: (2025)

Few-Shot Learning for Dynamic Operations of Automated Electric Taxi Fleets under Evolving Charging Infrastructure: A Meta-Deep Reinforcement Learning Approach
by: Li, Xiaozhuang, et al.
Published: (2026)

Volume Optimality in Conformal Prediction with Structured Prediction Sets
by: Gao, Chao, et al.
Published: (2025)

Distribution-informed Online Conformal Prediction
by: Hu, Dongjian, et al.
Published: (2025)

Optimal Transport-based Conformal Prediction
by: Thurin, Gauthier, et al.
Published: (2025)

Adaptive Coverage Policies in Conformal Prediction
by: Gauthier, Etienne, et al.
Published: (2025)

On the Burden of Achieving Fairness in Conformal Prediction
by: Gao, Ziang, et al.
Published: (2026)

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

Conformal Prediction via Regression-as-Classification
by: Guha, Etash, et al.
Published: (2024)

On the Expected Size of Conformal Prediction Sets
by: Dhillon, Guneet S., et al.
Published: (2023)

Drift Localization using Conformal Predictions
by: Hinder, Fabian, et al.
Published: (2026)

Transformer Conformal Prediction for Time Series
by: Lee, Junghwan, et al.
Published: (2024)

Sample-Efficient Safety Assurances using Conformal Prediction
by: Luo, Rachel, et al.
Published: (2021)

Establishing and Evaluating Trustworthy AI: Overview and Research Challenges
by: Kowald, Dominik, et al.
Published: (2024)

Conformal Depression Prediction
by: Li, Yonghong, et al.
Published: (2024)

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