Robust Bayesian Optimization via Localized Online Conformal Prediction
Fuente:
arXiv
Saved in:
| Main Authors: | Kim, Dongwon, Zecchin, Matteo, Park, Sangwoo, Kang, Joonhyuk, Simeone, Osvaldo |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Bayesian Optimization with Formal Safety Guarantees via Online Conformal Prediction
by: Zhang, Yunchuan, et al.
Published: (2023)
by: Zhang, Yunchuan, et al.
Published: (2023)
Online Conformal Prediction with Corrupted Feedback
by: Wang, Bowen, et al.
Published: (2026)
by: Wang, Bowen, et al.
Published: (2026)
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)
Mirror Online Conformal Prediction with Intermittent Feedback
by: Wang, Bowen, et al.
Published: (2025)
by: Wang, Bowen, et al.
Published: (2025)
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)
Calibrating Wireless AI via Meta-Learned Context-Dependent Conformal Prediction
by: Yoo, Seonghoon, et al.
Published: (2025)
by: Yoo, Seonghoon, et al.
Published: (2025)
Calibration-Aware Bayesian Learning
by: Huang, Jiayi, et al.
Published: (2023)
by: Huang, Jiayi, et al.
Published: (2023)
Reliable Inference in Edge-Cloud Model Cascades via Conformal Alignment
by: Huang, Jiayi, et al.
Published: (2025)
by: Huang, Jiayi, et al.
Published: (2025)
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)
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)
Calibrating Bayesian Learning via Regularization, Confidence Minimization, and Selective Inference
by: Huang, Jiayi, et al.
Published: (2024)
by: Huang, Jiayi, et al.
Published: (2024)
Distilling Calibration via Conformalized Credal Inference
by: Huang, Jiayi, et al.
Published: (2025)
by: Huang, Jiayi, et al.
Published: (2025)
Cell-Free Multi-User MIMO Equalization via In-Context Learning
by: Zecchin, Matteo, et al.
Published: (2024)
by: Zecchin, Matteo, et al.
Published: (2024)
Reliable Sub-Nyquist Spectrum Sensing via Conformal Risk Control
by: Lee, Hyojin, et al.
Published: (2024)
by: Lee, Hyojin, et al.
Published: (2024)
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)
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)
MIMO Channel Prediction via Deep Learning-based Conformal Bayes Filter
by: Kim, Dongwon, et al.
Published: (2026)
by: Kim, Dongwon, et al.
Published: (2026)
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)
Prediction-Powered Communication with Distortion Guarantees
by: Zecchin, Matteo, et al.
Published: (2025)
by: Zecchin, Matteo, et al.
Published: (2025)
Transferable Multi-Fidelity Bayesian Optimization for Radio Resource Management
by: Zhang, Yunchuan, et al.
Published: (2024)
by: Zhang, Yunchuan, et al.
Published: (2024)
Attention-Based Feature Online Conformal Prediction for Time Series
by: Zhu, Meiyi, et al.
Published: (2025)
by: Zhu, Meiyi, et al.
Published: (2025)
Generalization and Informativeness of Conformal Prediction
by: Zecchin, Matteo, et al.
Published: (2024)
by: Zecchin, Matteo, et al.
Published: (2024)
Optimized Certainty Equivalent Risk-Controlling Prediction Sets
by: Huang, Jiayi, et al.
Published: (2026)
by: Huang, Jiayi, et al.
Published: (2026)
Calibrating AI Models for Few-Shot Demodulation via Conformal Prediction
by: Cohen, Kfir M., et al.
Published: (2022)
by: Cohen, Kfir M., et al.
Published: (2022)
Adaptive Prediction-Powered AutoEval with Reliability and Efficiency Guarantees
by: Park, Sangwoo, et al.
Published: (2025)
by: Park, Sangwoo, et al.
Published: (2025)
Online Conformal Compression for Zero-Delay Communication with Distortion Guarantees
by: Ganesan, Unnikrishnan Kunnath, et al.
Published: (2025)
by: Ganesan, Unnikrishnan Kunnath, et al.
Published: (2025)
In-Context Learning for Gradient-Free Receiver Adaptation: Principles, Applications, and Theory
by: Zecchin, Matteo, et al.
Published: (2025)
by: Zecchin, Matteo, et al.
Published: (2025)
Multi-Fidelity Hybrid Reinforcement Learning via Information Gain Maximization
by: Sifaou, Houssem, et al.
Published: (2025)
by: Sifaou, Houssem, et al.
Published: (2025)
Online Conformal Probabilistic Numerics via Adaptive Edge-Cloud Offloading
by: Hou, Qiushuo, et al.
Published: (2025)
by: Hou, Qiushuo, et al.
Published: (2025)
Dynamic Estimation Loss Control in Variational Quantum Sensing via Online Conformal Inference
by: Nikoloska, Ivana, et al.
Published: (2025)
by: Nikoloska, Ivana, et al.
Published: (2025)
Generative AI-Powered Plugin for Robust Federated Learning in Heterogeneous IoT Networks
by: Lee, Youngjoon, et al.
Published: (2024)
by: Lee, Youngjoon, et al.
Published: (2024)
ROK Defense M&S in the Age of Hyperscale AI: Concepts, Challenges, and Future Directions
by: Lee, Youngjoon, et al.
Published: (2024)
by: Lee, Youngjoon, et al.
Published: (2024)
Scalable Multivariate Fronthaul Quantization for Cell-Free Massive MIMO
by: Park, Sangwoo, et al.
Published: (2024)
by: Park, Sangwoo, et al.
Published: (2024)
In-Context Learned Equalization in Cell-Free Massive MIMO via State-Space Models
by: Song, Zihang, et al.
Published: (2024)
by: Song, Zihang, et al.
Published: (2024)
Uncertainty-Aware and Reliable Neural MIMO Receivers via Modular Bayesian Deep Learning
by: Raviv, Tomer, et al.
Published: (2023)
by: Raviv, Tomer, et al.
Published: (2023)
Multi-Rate Task-Oriented Communication for Multi-Edge Cooperative Inference
by: Kim, Dongwon, et al.
Published: (2025)
by: Kim, Dongwon, et al.
Published: (2025)
Context-Aware Doubly-Robust Semi-Supervised Learning
by: Ruah, Clement, et al.
Published: (2025)
by: Ruah, Clement, et al.
Published: (2025)
Adaptive Bayesian Single-Shot Quantum Sensing
by: Nikoloska, Ivana, et al.
Published: (2025)
by: Nikoloska, Ivana, et al.
Published: (2025)
Similar Items
-
Bayesian Optimization with Formal Safety Guarantees via Online Conformal Prediction
by: Zhang, Yunchuan, et al.
Published: (2023) -
Online Conformal Prediction with Corrupted Feedback
by: Wang, Bowen, et al.
Published: (2026) -
Conformal Calibration: Ensuring the Reliability of Black-Box AI in Wireless Systems
by: Simeone, Osvaldo, et al.
Published: (2025) -
Mirror Online Conformal Prediction with Intermittent Feedback
by: Wang, Bowen, et al.
Published: (2025) -
Distributed Associative Memory via Online Convex Optimization
by: Wang, Bowen, et al.
Published: (2025)