Imagen de Portada

RareCP: Regime-Aware Retrieval for Efficient Conformal Prediction

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Heurich, Manuel, Granz, Maximilian, Landgraf, Tim
Formato:	Preprint
Publicado:	2026
Materias:	Machine Learning
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

WeiPer: OOD Detection using Weight Perturbations of Class Projections
por: Granz, Maximilian, et al.
Publicado: (2024)

When Explanations Lie: Why Many Modified BP Attributions Fail
por: Sixt, Leon, et al.
Publicado: (2019)

TABCF: Counterfactual Explanations for Tabular Data Using a Transformer-Based VAE
por: Panagiotou, Emmanouil, et al.
Publicado: (2024)

SpeedCP: Fast Kernel-based Conditional Conformal Prediction
por: Liu, Yating, et al.
Publicado: (2025)

ResCP: Reservoir Conformal Prediction for Time Series Forecasting
por: Neglia, Roberto, et al.
Publicado: (2025)

CP$^2$: Leveraging Geometry for Conformal Prediction via Canonicalization
por: van der Linden, Putri A., et al.
Publicado: (2025)

eCP: Equivariant Conformal Prediction with pre-trained models
por: Bousias, Nikolaos, et al.
Publicado: (2026)

TorchCP: A Python Library for Conformal Prediction
por: Huang, Jianguo, et al.
Publicado: (2024)

Topology-Aware Conformal Prediction for Stream Networks
por: Zhang, Jifan, et al.
Publicado: (2025)

RoCP-GNN: Robust Conformal Prediction for Graph Neural Networks in Node-Classification
por: Akansha, S.
Publicado: (2024)

Uncertainty-Aware Transformers: Conformal Prediction for Language Models
por: Vellore, Abhiram, et al.
Publicado: (2026)

GRAPHLCP: Structure-Aware Localized Conformal Prediction on Graphs
por: Baghershahi, Peyman, et al.
Publicado: (2026)

Efficient Conformal Prediction under Data Heterogeneity
por: Plassier, Vincent, et al.
Publicado: (2023)

CommCP: Efficient Multi-Agent Coordination via LLM-Based Communication with Conformal Prediction
por: Zhang, Xiaopan, et al.
Publicado: (2026)

Geometry-Aware Uncertainty Quantification via Conformal Prediction on Manifolds
por: Shahbazi, Marzieh Amiri, et al.
Publicado: (2026)

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

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

Optimizing In-Context Learning for Efficient Full Conformal Prediction
por: Deng, Weicao, et al.
Publicado: (2025)

Conformation-Aware Structure Prediction of Antigen-Recognizing Immune Proteins
por: Dreyer, Frédéric A., et al.
Publicado: (2025)

KMM-CP: Practical Conformal Prediction under Covariate Shift via Selective Kernel Mean Matching
por: Laghuvarapu, Siddhartha, et al.
Publicado: (2026)

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

The Verification Tax: Fundamental Limits of AI Auditing in the Rare-Error Regime
por: Wang, Jason Z
Publicado: (2026)

Efficient Conformal Prediction for Regression Models under Label Noise
por: Cohen, Yahav, et al.
Publicado: (2025)

On Training-Conditional Conformal Prediction and Binomial Proportion Confidence Intervals
por: Coppola, Rudi, et al.
Publicado: (2025)

CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference
por: Cabezas, Luben M. C., et al.
Publicado: (2025)

Robust Yet Efficient Conformal Prediction Sets
por: Zargarbashi, Soroush H., et al.
Publicado: (2024)

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

Enhanced Renewable Energy Forecasting using Context-Aware Conformal Prediction
por: Moradi, Alireza, et al.
Publicado: (2025)

Relevance-Aware Thresholding in Online Conformal Prediction for Time Series
por: Dupuy, Théo, et al.
Publicado: (2025)

C-Adapter: Adapting Deep Classifiers for Efficient Conformal Prediction Sets
por: Liu, Kangdao, et al.
Publicado: (2024)

Efficient Federated Conformal Prediction with Group-Conditional Guarantees
por: Wen, Haifeng, et al.
Publicado: (2026)

Utility-Directed Conformal Prediction: A Decision-Aware Framework for Actionable Uncertainty Quantification
por: Cortes-Gomez, Santiago, et al.
Publicado: (2024)

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

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

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

TRAKNN: Efficient Trajectory Aware Spatiotemporal kNN for Rare Meteorological Trajectory Detection
por: Coulaud, Guillaume, et al.
Publicado: (2026)

CalPro: Prior-Aware Evidential--Conformal Prediction with Structure-Aware Guarantees for Protein Structures
por: Shihab, Ibne Farabi, et al.
Publicado: (2026)

Decoupled Conformal Optimisation: Efficient Prediction Sets via Independent Tuning and Calibration
por: Wu, Fanyi, 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)

Uncertainty-Aware Prediction of Parkinson's Disease Medication Needs: A Two-Stage Conformal Prediction Approach
por: Diaz-Rincon, Ricardo, et al.
Publicado: (2025)