Conformal Robust Beamforming via Generative Channel Models
Fuente:
arXiv
Saved in:
| Main Authors: | Su, Xin, Hou, Qiushuo, He, Ruisi, Simeone, Osvaldo |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Reliable Narrowband Interference Detection via Backward Conformal Prediction
by: Su, Xin, et al.
Published: (2026)
by: Su, Xin, et al.
Published: (2026)
Robust Bayesian Optimization via Localized Online Conformal Prediction
by: Kim, Dongwon, et al.
Published: (2024)
by: Kim, Dongwon, 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)
Reliable Inference in Edge-Cloud Model Cascades via Conformal Alignment
by: Huang, Jiayi, et al.
Published: (2025)
by: Huang, Jiayi, et al.
Published: (2025)
Conformal Lyapunov Optimization: Optimal Resource Allocation under Deterministic Reliability Constraints
by: Binucci, Francesco, et al.
Published: (2025)
by: Binucci, Francesco, et al.
Published: (2025)
From High-Level Requirements to KPIs: Conformal Signal Temporal Logic Learning for Wireless Communications
by: Chen, Jiechen, et al.
Published: (2026)
by: Chen, Jiechen, et al.
Published: (2026)
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)
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)
Online Conformal Prediction with Corrupted Feedback
by: Wang, Bowen, et al.
Published: (2026)
by: Wang, Bowen, et al.
Published: (2026)
Calibrating Wireless AI via Meta-Learned Context-Dependent Conformal Prediction
by: Yoo, Seonghoon, et al.
Published: (2025)
by: Yoo, Seonghoon, 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)
Reliable Sub-Nyquist Spectrum Sensing via Conformal Risk Control
by: Lee, Hyojin, et al.
Published: (2024)
by: Lee, Hyojin, et al.
Published: (2024)
Bayesian Optimization with Formal Safety Guarantees via Online Conformal Prediction
by: Zhang, Yunchuan, et al.
Published: (2023)
by: Zhang, Yunchuan, et al.
Published: (2023)
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)
Distilling Calibration via Conformalized Credal Inference
by: Huang, Jiayi, et al.
Published: (2025)
by: Huang, Jiayi, et al.
Published: (2025)
Artificial Intelligence Empowered Channel Prediction: A New Paradigm for Propagation Channel Modeling
by: He, Ruisi, et al.
Published: (2026)
by: He, Ruisi, et al.
Published: (2026)
Multi-Fidelity Hybrid Reinforcement Learning via Information Gain Maximization
by: Sifaou, Houssem, et al.
Published: (2025)
by: Sifaou, Houssem, et al.
Published: (2025)
Semi-Supervised Learning via Cross-Prediction-Powered Inference for Wireless Systems
by: Sifaou, Houssem, et al.
Published: (2024)
by: Sifaou, Houssem, et al.
Published: (2024)
Joint Precoding for RIS-Assisted Wideband THz Cell-Free Massive MIMO Systems
by: Su, Xin, et al.
Published: (2024)
by: Su, Xin, 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)
Optimal Joint Fronthaul Compression and Beamforming Design for Networked ISAC Systems
by: Zhang, Kexin, et al.
Published: (2024)
by: Zhang, Kexin, et al.
Published: (2024)
Two-Phase Channel Estimation for RIS-Assisted THz Systems with Beam Split
by: Su, Xin, et al.
Published: (2024)
by: Su, Xin, 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)
Attention-Based Feature Online Conformal Prediction for Time Series
by: Zhu, Meiyi, et al.
Published: (2025)
by: Zhu, Meiyi, 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)
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)
Distributed Dynamic Associative Memory via Online Convex Optimization
by: Wang, Bowen, et al.
Published: (2025)
by: Wang, Bowen, et al.
Published: (2025)
Neuromorphic In-Context Learning for Energy-Efficient MIMO Symbol Detection
by: Song, Zihang, et al.
Published: (2024)
by: Song, Zihang, et al.
Published: (2024)
Transferable Multi-Fidelity Bayesian Optimization for Radio Resource Management
by: Zhang, Yunchuan, et al.
Published: (2024)
by: Zhang, Yunchuan, et al.
Published: (2024)
SIM-Enabled Hybrid Digital-Wave Beamforming for Fronthaul-Constrained Cell-Free Massive MIMO Systems
by: Park, Eunhyuk, et al.
Published: (2025)
by: Park, Eunhyuk, et al.
Published: (2025)
CSI Transfer From Sub-6G to mmWave: Reduced-Overhead Multi-User Hybrid Beamforming
by: Deng, Weicao, et al.
Published: (2024)
by: Deng, Weicao, et al.
Published: (2024)
Pre-Training and Personalized Fine-Tuning via Over-the-Air Federated Meta-Learning: Convergence-Generalization Trade-Offs
by: Wen, Haifeng, et al.
Published: (2024)
by: Wen, Haifeng, et al.
Published: (2024)
A Cluster-Based Statistical Channel Model for Integrated Sensing and Communication Channels
by: Zhang, Zhengyu, et al.
Published: (2024)
by: Zhang, Zhengyu, et al.
Published: (2024)
Channel Measurements and Modeling for Dynamic Vehicular ISAC Scenarios at 28 GHz
by: Zhang, Zhengyu, et al.
Published: (2024)
by: Zhang, Zhengyu, et al.
Published: (2024)
A Novel Site-Specific Inference Model for Urban Canyon Channels: From Measurements to Modeling
by: Song, Junzhe, et al.
Published: (2025)
by: Song, Junzhe, 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)
Context-Aware Doubly-Robust Semi-Supervised Learning
by: Ruah, Clement, et al.
Published: (2025)
by: Ruah, Clement, et al.
Published: (2025)
Channel Semantic Characterization for Integrated Sensing and Communication Scenarios: From Measurements to Modeling
by: Zhang, Zhengyu, et al.
Published: (2025)
by: Zhang, Zhengyu, et al.
Published: (2025)
A Geometry Map-Based Site-Specific Propagation Channel Model for Urban Scenarios
by: Song, Junzhe, et al.
Published: (2025)
by: Song, Junzhe, et al.
Published: (2025)
Channel Measurements and Modeling based on Composite Environmental Factor for Urban Street-Canyon Intersections
by: Chen, Xinwen, et al.
Published: (2026)
by: Chen, Xinwen, et al.
Published: (2026)
Similar Items
-
Reliable Narrowband Interference Detection via Backward Conformal Prediction
by: Su, Xin, et al.
Published: (2026) -
Robust Bayesian Optimization via Localized Online Conformal Prediction
by: Kim, Dongwon, et al.
Published: (2024) -
Reliable LLM-Based Edge-Cloud-Expert Cascades for Telecom Knowledge Systems
by: Hou, Qiushuo, et al.
Published: (2025) -
Reliable Inference in Edge-Cloud Model Cascades via Conformal Alignment
by: Huang, Jiayi, et al.
Published: (2025) -
Conformal Lyapunov Optimization: Optimal Resource Allocation under Deterministic Reliability Constraints
by: Binucci, Francesco, et al.
Published: (2025)