Online Conformal Probabilistic Numerics via Adaptive Edge-Cloud Offloading
Fuente:
arXiv
Saved in:
| Main Authors: | Hou, Qiushuo, Park, Sangwoo, Zecchin, Matteo, Cai, Yunlong, Yu, Guanding, Simeone, Osvaldo |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Reliable LLM-Based Edge-Cloud-Expert Cascades for Telecom Knowledge Systems
by: Hou, Qiushuo, et al.
Published: (2025)
by: Hou, Qiushuo, et al.
Published: (2025)
Automatic AI Model Selection for Wireless Systems: Online Learning via Digital Twinning
by: Hou, Qiushuo, et al.
Published: (2024)
by: Hou, Qiushuo, et al.
Published: (2024)
What If We Had Used a Different App? Reliable Counterfactual KPI Analysis in Wireless Systems
by: Hou, Qiushuo, et al.
Published: (2024)
by: Hou, Qiushuo, et al.
Published: (2024)
Conformal Calibration: Ensuring the Reliability of Black-Box AI in Wireless Systems
by: Simeone, Osvaldo, et al.
Published: (2025)
by: Simeone, Osvaldo, et al.
Published: (2025)
Robust Bayesian Optimization via Localized Online Conformal Prediction
by: Kim, Dongwon, et al.
Published: (2024)
by: Kim, Dongwon, et al.
Published: (2024)
Adaptive Prediction-Powered AutoEval with Reliability and Efficiency Guarantees
by: Park, Sangwoo, et al.
Published: (2025)
by: Park, Sangwoo, et al.
Published: (2025)
Adaptive Learn-then-Test: Statistically Valid and Efficient Hyperparameter Selection
by: Zecchin, Matteo, et al.
Published: (2024)
by: Zecchin, Matteo, et al.
Published: (2024)
Generalization and Informativeness of Conformal Prediction
by: Zecchin, Matteo, et al.
Published: (2024)
by: Zecchin, Matteo, et al.
Published: (2024)
Reliable Inference in Edge-Cloud Model Cascades via Conformal Alignment
by: Huang, Jiayi, et al.
Published: (2025)
by: Huang, Jiayi, et al.
Published: (2025)
Online Conformal Prediction with Corrupted Feedback
by: Wang, Bowen, et al.
Published: (2026)
by: Wang, Bowen, et al.
Published: (2026)
Mirror Online Conformal Prediction with Intermittent Feedback
by: Wang, Bowen, et al.
Published: (2025)
by: Wang, Bowen, et al.
Published: (2025)
Generalization and Informativeness of Weighted Conformal Risk Control Under Covariate Shift
by: Zecchin, Matteo, et al.
Published: (2025)
by: Zecchin, Matteo, et al.
Published: (2025)
Bayesian Optimization with Formal Safety Guarantees via Online Conformal Prediction
by: Zhang, Yunchuan, et al.
Published: (2023)
by: Zhang, Yunchuan, et al.
Published: (2023)
Localized Adaptive Risk Control
by: Zecchin, Matteo, et al.
Published: (2024)
by: Zecchin, Matteo, et al.
Published: (2024)
Distributed Associative Memory via Online Convex Optimization
by: Wang, Bowen, et al.
Published: (2025)
by: Wang, Bowen, et al.
Published: (2025)
Distributed Dynamic Associative Memory via Online Convex Optimization
by: Wang, Bowen, et al.
Published: (2025)
by: Wang, Bowen, et al.
Published: (2025)
Synthetic Counterfactual Labels for Efficient Conformal Counterfactual Inference
by: Farzaneh, Amirmohammad, et al.
Published: (2025)
by: Farzaneh, Amirmohammad, et al.
Published: (2025)
Prediction-Powered Risk Monitoring of Deployed Models for Detecting Harmful Distribution Shifts
by: Zhang, Guangyi, et al.
Published: (2026)
by: Zhang, Guangyi, et al.
Published: (2026)
Conformal Distributed Remote Inference in Sensor Networks Under Reliability and Communication Constraints
by: Zhu, Meiyi, et al.
Published: (2024)
by: Zhu, Meiyi, et al.
Published: (2024)
Cell-Free Multi-User MIMO Equalization via In-Context Learning
by: Zecchin, Matteo, et al.
Published: (2024)
by: Zecchin, Matteo, et al.
Published: (2024)
Quantize-Sample-and-Verify: LLM Acceleration via Adaptive Edge-Cloud Speculative Decoding
by: Zhang, Guangyi, et al.
Published: (2025)
by: Zhang, Guangyi, et al.
Published: (2025)
Distilling Calibration via Conformalized Credal Inference
by: Huang, Jiayi, et al.
Published: (2025)
by: Huang, Jiayi, et al.
Published: (2025)
Optimizing In-Context Learning for Efficient Full Conformal Prediction
by: Deng, Weicao, et al.
Published: (2025)
by: Deng, Weicao, et al.
Published: (2025)
Cross-Validation Conformal Risk Control
by: Cohen, Kfir M., et al.
Published: (2024)
by: Cohen, Kfir M., et al.
Published: (2024)
In-Context Learning for MIMO Equalization Using Transformer-Based Sequence Models
by: Zecchin, Matteo, et al.
Published: (2023)
by: Zecchin, Matteo, et al.
Published: (2023)
Knowing When to Stop: Delay-Adaptive Spiking Neural Network Classifiers with Reliability Guarantees
by: Chen, Jiechen, et al.
Published: (2023)
by: Chen, Jiechen, et al.
Published: (2023)
Calibrating Bayesian Learning via Regularization, Confidence Minimization, and Selective Inference
by: Huang, Jiayi, et al.
Published: (2024)
by: Huang, Jiayi, et al.
Published: (2024)
Quantile Learn-Then-Test: Quantile-Based Risk Control for Hyperparameter Optimization
by: Farzaneh, Amirmohammad, et al.
Published: (2024)
by: Farzaneh, Amirmohammad, et al.
Published: (2024)
Calibration-Aware Bayesian Learning
by: Huang, Jiayi, et al.
Published: (2023)
by: Huang, Jiayi, et al.
Published: (2023)
Multi-Fidelity Bayesian Optimization With Across-Task Transferable Max-Value Entropy Search
by: Zhang, Yunchuan, et al.
Published: (2024)
by: Zhang, Yunchuan, et al.
Published: (2024)
Guaranteed Dynamic Scheduling of Ultra-Reliable Low-Latency Traffic via Conformal Prediction
by: Cohen, Kfir M., et al.
Published: (2023)
by: Cohen, Kfir M., et al.
Published: (2023)
Context-Aware Online Conformal Anomaly Detection with Prediction-Powered Data Acquisition
by: Farzaneh, Amirmohammad, et al.
Published: (2025)
by: Farzaneh, Amirmohammad, et al.
Published: (2025)
Conformal Sparsification for Bandwidth-Efficient Edge-Cloud Speculative Decoding
by: Bhattacharjee, Payel, et al.
Published: (2025)
by: Bhattacharjee, Payel, et al.
Published: (2025)
Federated Martingale Posterior Samping
by: Zhang, Boning, et al.
Published: (2026)
by: Zhang, Boning, et al.
Published: (2026)
Conformal Robust Beamforming via Generative Channel Models
by: Su, Xin, et al.
Published: (2025)
by: Su, Xin, et al.
Published: (2025)
On-Device Fine-Tuning via Backprop-Free Zeroth-Order Optimization
by: Katti, Prabodh, et al.
Published: (2025)
by: Katti, Prabodh, et al.
Published: (2025)
Distributed Conformal Prediction via Message Passing
by: Wen, Haifeng, et al.
Published: (2025)
by: Wen, Haifeng, et al.
Published: (2025)
Attention-Based Feature Online Conformal Prediction for Time Series
by: Zhu, Meiyi, et al.
Published: (2025)
by: Zhu, Meiyi, et al.
Published: (2025)
Beyond Fixed False Discovery Rates: Post-Hoc Conformal Selection with E-Variables
by: Zhu, Meiyi, et al.
Published: (2026)
by: Zhu, Meiyi, et al.
Published: (2026)
Prediction-Powered Communication with Distortion Guarantees
by: Zecchin, Matteo, et al.
Published: (2025)
by: Zecchin, Matteo, et al.
Published: (2025)
Similar Items
-
Reliable LLM-Based Edge-Cloud-Expert Cascades for Telecom Knowledge Systems
by: Hou, Qiushuo, et al.
Published: (2025) -
Automatic AI Model Selection for Wireless Systems: Online Learning via Digital Twinning
by: Hou, Qiushuo, et al.
Published: (2024) -
What If We Had Used a Different App? Reliable Counterfactual KPI Analysis in Wireless Systems
by: Hou, Qiushuo, et al.
Published: (2024) -
Conformal Calibration: Ensuring the Reliability of Black-Box AI in Wireless Systems
by: Simeone, Osvaldo, et al.
Published: (2025) -
Robust Bayesian Optimization via Localized Online Conformal Prediction
by: Kim, Dongwon, et al.
Published: (2024)