Imagen de Portada

Distribution-Free Process Monitoring with Conformal Prediction

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autor principal:	Burger, Christopher
Formato:	Preprint
Publicado:	2025
Materias:	Machine Learning
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Distribution-Free Conformal Joint Prediction Regions for Neural Marked Temporal Point Processes
por: Dheur, Victor, et al.
Publicado: (2024)

Conformal Prediction Beyond the Horizon: Distribution-Free Inference for Policy Evaluation
por: Gan, Feichen, et al.
Publicado: (2025)

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

Flow-Based Conformal Predictive Distributions
por: Harris, Trevor
Publicado: (2026)

Multi-Distribution Robust Conformal Prediction
por: Yang, Yuqi, et al.
Publicado: (2026)

Quantifying True Robustness: Synonymity-Weighted Similarity for Trustworthy XAI Evaluation
por: Burger, Christopher
Publicado: (2025)

Temporal Conformal Prediction (TCP): A Distribution-Free Statistical and Machine Learning Framework for Adaptive Risk Forecasting
por: Aich, Agnideep, et al.
Publicado: (2025)

Improving Stability Estimates in Adversarial Explainable AI through Alternate Search Methods
por: Burger, Christopher, et al.
Publicado: (2025)

Distribution-free Conformal Prediction for Ordinal Classification
por: Chakraborty, Subhrasish, et al.
Publicado: (2024)

Conformal Predictive Distributions for Order Fulfillment Time Forecasting
por: Ye, Tinghan, et al.
Publicado: (2025)

Distribution-informed Efficient Conformal Prediction for Full Ranking
por: Liao, Wenbo, et al.
Publicado: (2026)

Distributed Conformal Prediction via Message Passing
por: Wen, Haifeng, et al.
Publicado: (2025)

Wasserstein-regularized Conformal Prediction under General Distribution Shift
por: Xu, Rui, et al.
Publicado: (2025)

On the Simplification of Neural Network Architectures for Predictive Process Monitoring
por: Ansari, Amaan, et al.
Publicado: (2025)

Conformal Prediction for Natural Language Processing: A Survey
por: Campos, Margarida M., et al.
Publicado: (2024)

Conflict Forecasting via Conformal Prediction for Markov Processes
por: Basarkar, Aditya, et al.
Publicado: (2026)

PINE: Pruning Boosted Tree Ensembles with Conformal In-Distribution Prediction Equivalence
por: Yajima, Haruki, et al.
Publicado: (2026)

Hierarchical Probabilistic Conformal Prediction for Distributed Energy Resources Adoption
por: Zhou, Wenbin, et al.
Publicado: (2024)

Conformalized Quantum DeepONet Ensembles for Scalable Operator Learning with Distribution-Free Uncertainty
por: Matlia, Purav, et al.
Publicado: (2026)

Adaptive Regime-Switching Forecasts with Distribution-Free Uncertainty: Deep Switching State-Space Models Meet Conformal Prediction
por: LU, Echo Diyun, et al.
Publicado: (2025)

Leveraging Data Augmentation and Siamese Learning for Predictive Process Monitoring
por: van Straten, Sjoerd, et al.
Publicado: (2025)

Achieving Group Fairness through Independence in Predictive Process Monitoring
por: Peeperkorn, Jari, et al.
Publicado: (2024)

Classification with Reject Option: Distribution-free Error Guarantees via Conformal Prediction
por: Szabadváry, Johan Hallberg, et al.
Publicado: (2025)

On the Out-of-Distribution Coverage of Combining Split Conformal Prediction and Bayesian Deep Learning
por: Scemama, Paul, et al.
Publicado: (2023)

Distribution Free Prediction Sets for Node Classification
por: Clarkson, Jase
Publicado: (2022)

CUQDS: Conformal Uncertainty Quantification under Distribution Shift for Trajectory Prediction
por: Huang, Huiqun, et al.
Publicado: (2024)

Conformalized Survival Distributions: A Generic Post-Process to Increase Calibration
por: Qi, Shi-ang, et al.
Publicado: (2024)

Backward Conformal Prediction
por: Gauthier, Etienne, et al.
Publicado: (2025)

Strategic Conformal Prediction
por: Csillag, Daniel, et al.
Publicado: (2024)

Conformal Structured Prediction
por: Zhang, Botong, et al.
Publicado: (2024)

Distribution-Free Uncertainty-Aware Virtual Sensing via Conformalized Neural Operators
por: Kobayashi, Kazuma, et al.
Publicado: (2025)

Non-exchangeable Conformal Prediction with Optimal Transport: Tackling Distribution Shifts with Unlabeled Data
por: Correia, Alvaro H. C., et al.
Publicado: (2025)

DistMatch: Adaptive Binning via Distribution Matching for Robust Sequential Conformal Prediction
por: Menadjiev, Enver, et al.
Publicado: (2026)

HOEG: A New Approach for Object-Centric Predictive Process Monitoring
por: Smit, Tim K., et al.
Publicado: (2024)

Distribution-Free Uncertainty Quantification in Mechanical Ventilation Treatment: A Conformal Deep Q-Learning Framework
por: Eghbali, Niloufar, et al.
Publicado: (2024)

Probabilistic Object Detection with Conformal Prediction
por: Ries, Christopher, et al.
Publicado: (2026)

Dynamic Survival Analysis for Early Event Prediction
por: Yèche, Hugo, et al.
Publicado: (2024)

Conformal Prediction and Trustworthy AI
por: Bellotti, Anthony, et al.
Publicado: (2025)

Counterfactually Fair Conformal Prediction
por: Guldogan, Ozgur, et al.
Publicado: (2025)

Singleton-Optimized Conformal Prediction
por: Wang, Tao, et al.
Publicado: (2025)