The Benefit of Being Bayesian in Online Conformal Prediction
Fuente:
arXiv
Guardado en:
| Autores principales: | Zhang, Zhiyu, Lu, Zhou, Yang, Heng |
|---|---|
| Formato: | Preprint |
| Publicado: |
2024
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Discounted Adaptive Online Learning: Towards Better Regularization
por: Zhang, Zhiyu, et al.
Publicado: (2024)
por: Zhang, Zhiyu, et al.
Publicado: (2024)
Improving Adaptive Online Learning Using Refined Discretization
por: Zhang, Zhiyu, et al.
Publicado: (2023)
por: Zhang, Zhiyu, et al.
Publicado: (2023)
Robust Bayesian Optimization via Localized Online Conformal Prediction
por: Kim, Dongwon, et al.
Publicado: (2024)
por: Kim, Dongwon, et al.
Publicado: (2024)
Online Calibrated and Conformal Prediction Improves Bayesian Optimization
por: Deshpande, Shachi, et al.
Publicado: (2021)
por: Deshpande, Shachi, et al.
Publicado: (2021)
Bayesian Optimization with Formal Safety Guarantees via Online Conformal Prediction
por: Zhang, Yunchuan, et al.
Publicado: (2023)
por: Zhang, Yunchuan, et al.
Publicado: (2023)
Online Localized Conformal Prediction
por: Lai, Yuheng, et al.
Publicado: (2026)
por: Lai, Yuheng, et al.
Publicado: (2026)
Adapting Prediction Sets to Distribution Shifts Without Labels
por: Kasa, Kevin, et al.
Publicado: (2024)
por: Kasa, Kevin, et al.
Publicado: (2024)
Distribution-informed Online Conformal Prediction
por: Hu, Dongjian, et al.
Publicado: (2025)
por: Hu, Dongjian, et al.
Publicado: (2025)
Weighted Bayesian Conformal Prediction
por: Lou, Xiayin, et al.
Publicado: (2026)
por: Lou, Xiayin, et al.
Publicado: (2026)
Conformal Prediction as Bayesian Quadrature
por: Snell, Jake C., et al.
Publicado: (2025)
por: Snell, Jake C., et al.
Publicado: (2025)
Online Conformal Prediction: Enforcing monotonicity via Online Optimization
por: Rivera, Eduardo Ochoa, et al.
Publicado: (2026)
por: Rivera, Eduardo Ochoa, et al.
Publicado: (2026)
Exploring the Noise Robustness of Online Conformal Prediction
por: Xi, Huajun, et al.
Publicado: (2025)
por: Xi, Huajun, et al.
Publicado: (2025)
Enhanced Multi-model Online Conformal Prediction
por: Hajihashemi, Erfan, et al.
Publicado: (2026)
por: Hajihashemi, Erfan, et al.
Publicado: (2026)
Online Selective Conformal Prediction: Errors and Solutions
por: Sale, Yusuf, et al.
Publicado: (2025)
por: Sale, Yusuf, et al.
Publicado: (2025)
Online Conformal Prediction with Corrupted Feedback
por: Wang, Bowen, et al.
Publicado: (2026)
por: Wang, Bowen, et al.
Publicado: (2026)
Optimal Spatio-Temporal Decoupling for Bayesian Conformal Prediction
por: Fang, Yu-Hsueh, et al.
Publicado: (2026)
por: Fang, Yu-Hsueh, et al.
Publicado: (2026)
Bayesian Conformal Prediction as a Decision Risk Problem
por: Wu, Fanyi, et al.
Publicado: (2026)
por: Wu, Fanyi, et al.
Publicado: (2026)
Online Conformal Prediction with Adversarial Semi-bandit Feedback via Regret Minimization
por: Yang, Junyoung, et al.
Publicado: (2026)
por: Yang, Junyoung, et al.
Publicado: (2026)
Stochastic Online Conformal Prediction with Semi-Bandit Feedback
por: Ge, Haosen, et al.
Publicado: (2024)
por: Ge, Haosen, et al.
Publicado: (2024)
Online Conformal Prediction via Universal Portfolio Algorithms
por: Liu, Tuo, et al.
Publicado: (2026)
por: Liu, Tuo, et al.
Publicado: (2026)
Sepsyn-OLCP: An Online Learning-based Framework for Early Sepsis Prediction with Uncertainty Quantification using Conformal Prediction
por: Zhou, Anni, et al.
Publicado: (2025)
por: Zhou, Anni, et al.
Publicado: (2025)
Fast TRAC: A Parameter-Free Optimizer for Lifelong Reinforcement Learning
por: Muppidi, Aneesh, et al.
Publicado: (2024)
por: Muppidi, Aneesh, et al.
Publicado: (2024)
Mirror Online Conformal Prediction with Intermittent Feedback
por: Wang, Bowen, et al.
Publicado: (2025)
por: Wang, Bowen, et al.
Publicado: (2025)
Online Conformal Prediction for Non-Exchangeable Panel Data
por: Tu, Daohong, et al.
Publicado: (2026)
por: Tu, Daohong, et al.
Publicado: (2026)
Multi-model Online Conformal Prediction with Graph-Structured Feedback
por: Hajihashemi, Erfan, et al.
Publicado: (2025)
por: Hajihashemi, Erfan, et al.
Publicado: (2025)
Operationalizing Stein's Method for Online Linear Optimization: CLT-Based Optimal Tradeoffs
por: Zhang, Zhiyu, et al.
Publicado: (2026)
por: Zhang, Zhiyu, et al.
Publicado: (2026)
More Benefits of Being Distributional: Second-Order Bounds for Reinforcement Learning
por: Wang, Kaiwen, et al.
Publicado: (2024)
por: Wang, Kaiwen, et al.
Publicado: (2024)
Online Conformal Prediction with Efficiency Guarantees
por: Srinivas, Vaidehi
Publicado: (2025)
por: Srinivas, Vaidehi
Publicado: (2025)
Conformal Depression Prediction
por: Li, Yonghong, et al.
Publicado: (2024)
por: Li, Yonghong, et al.
Publicado: (2024)
Conformal Prediction Assessment: A Framework for Conditional Coverage Evaluation and Selection
por: Zhou, Zheng, et al.
Publicado: (2026)
por: Zhou, Zheng, et al.
Publicado: (2026)
Conformal Structured Prediction
por: Zhang, Botong, et al.
Publicado: (2024)
por: Zhang, Botong, et al.
Publicado: (2024)
On the Out-of-Distribution Coverage of Combining Split Conformal Prediction and Bayesian Deep Learning
por: Scemama, Paul, et al.
Publicado: (2023)
por: Scemama, Paul, et al.
Publicado: (2023)
Adaptive Conformal Prediction via Bayesian Uncertainty Weighting for Hierarchical Healthcare Data
por: Shahbazi, Marzieh Amiri, et al.
Publicado: (2026)
por: Shahbazi, Marzieh Amiri, et al.
Publicado: (2026)
Conformal Prediction: A Data Perspective
por: Zhou, Xiaofan, et al.
Publicado: (2024)
por: Zhou, Xiaofan, et al.
Publicado: (2024)
Co-optimization for Adaptive Conformal Prediction
por: Su, Xiaoyi, et al.
Publicado: (2026)
por: Su, Xiaoyi, et al.
Publicado: (2026)
Relevance-Aware Thresholding in Online Conformal Prediction for Time Series
por: Dupuy, Théo, et al.
Publicado: (2025)
por: Dupuy, Théo, et al.
Publicado: (2025)
Online Bayesian Risk-Averse Reinforcement Learning
por: Wang, Yuhao, et al.
Publicado: (2025)
por: Wang, Yuhao, et al.
Publicado: (2025)
Sparsity-Based Interpolation of External, Internal and Swap Regret
por: Lu, Zhou, et al.
Publicado: (2025)
por: Lu, Zhou, et al.
Publicado: (2025)
Conformal Loss-Controlling Prediction
por: Wang, Di, et al.
Publicado: (2023)
por: Wang, Di, et al.
Publicado: (2023)
Conformal Prediction Beyond the Horizon: Distribution-Free Inference for Policy Evaluation
por: Gan, Feichen, et al.
Publicado: (2025)
por: Gan, Feichen, et al.
Publicado: (2025)
Ejemplares similares
-
Discounted Adaptive Online Learning: Towards Better Regularization
por: Zhang, Zhiyu, et al.
Publicado: (2024) -
Improving Adaptive Online Learning Using Refined Discretization
por: Zhang, Zhiyu, et al.
Publicado: (2023) -
Robust Bayesian Optimization via Localized Online Conformal Prediction
por: Kim, Dongwon, et al.
Publicado: (2024) -
Online Calibrated and Conformal Prediction Improves Bayesian Optimization
por: Deshpande, Shachi, et al.
Publicado: (2021) -
Bayesian Optimization with Formal Safety Guarantees via Online Conformal Prediction
por: Zhang, Yunchuan, et al.
Publicado: (2023)