Optimizing In-Context Learning for Efficient Full Conformal Prediction
Fuente:
arXiv
Guardado en:
| Autores principales: | Deng, Weicao, Park, Sangwoo, Li, Min, Simeone, Osvaldo |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Bayesian Optimization with Formal Safety Guarantees via Online Conformal Prediction
por: Zhang, Yunchuan, et al.
Publicado: (2023)
por: Zhang, Yunchuan, et al.
Publicado: (2023)
Generalization and Informativeness of Conformal Prediction
por: Zecchin, Matteo, et al.
Publicado: (2024)
por: Zecchin, Matteo, et al.
Publicado: (2024)
Robust Bayesian Optimization via Localized Online Conformal Prediction
por: Kim, Dongwon, et al.
Publicado: (2024)
por: Kim, Dongwon, et al.
Publicado: (2024)
Quantile Learn-Then-Test: Quantile-Based Risk Control for Hyperparameter Optimization
por: Farzaneh, Amirmohammad, et al.
Publicado: (2024)
por: Farzaneh, Amirmohammad, et al.
Publicado: (2024)
Conformal Calibration: Ensuring the Reliability of Black-Box AI in Wireless Systems
por: Simeone, Osvaldo, et al.
Publicado: (2025)
por: Simeone, Osvaldo, et al.
Publicado: (2025)
Adaptive Learn-then-Test: Statistically Valid and Efficient Hyperparameter Selection
por: Zecchin, Matteo, et al.
Publicado: (2024)
por: Zecchin, Matteo, et al.
Publicado: (2024)
Cross-Validation Conformal Risk Control
por: Cohen, Kfir M., et al.
Publicado: (2024)
por: Cohen, Kfir M., et al.
Publicado: (2024)
Adaptive Prediction-Powered AutoEval with Reliability and Efficiency Guarantees
por: Park, Sangwoo, et al.
Publicado: (2025)
por: Park, Sangwoo, et al.
Publicado: (2025)
Reliable Inference in Edge-Cloud Model Cascades via Conformal Alignment
por: Huang, Jiayi, et al.
Publicado: (2025)
por: Huang, Jiayi, et al.
Publicado: (2025)
Calibration-Aware Bayesian Learning
por: Huang, Jiayi, et al.
Publicado: (2023)
por: Huang, Jiayi, et al.
Publicado: (2023)
Distilling Calibration via Conformalized Credal Inference
por: Huang, Jiayi, et al.
Publicado: (2025)
por: Huang, Jiayi, et al.
Publicado: (2025)
Multi-Fidelity Bayesian Optimization With Across-Task Transferable Max-Value Entropy Search
por: Zhang, Yunchuan, et al.
Publicado: (2024)
por: Zhang, Yunchuan, et al.
Publicado: (2024)
Context-Aware Online Conformal Anomaly Detection with Prediction-Powered Data Acquisition
por: Farzaneh, Amirmohammad, et al.
Publicado: (2025)
por: Farzaneh, Amirmohammad, et al.
Publicado: (2025)
Calibrating Bayesian Learning via Regularization, Confidence Minimization, and Selective Inference
por: Huang, Jiayi, et al.
Publicado: (2024)
por: Huang, Jiayi, et al.
Publicado: (2024)
Guaranteed Dynamic Scheduling of Ultra-Reliable Low-Latency Traffic via Conformal Prediction
por: Cohen, Kfir M., et al.
Publicado: (2023)
por: Cohen, Kfir M., et al.
Publicado: (2023)
Efficient Federated Conformal Prediction with Group-Conditional Guarantees
por: Wen, Haifeng, et al.
Publicado: (2026)
por: Wen, Haifeng, et al.
Publicado: (2026)
Generalization and Informativeness of Weighted Conformal Risk Control Under Covariate Shift
por: Zecchin, Matteo, et al.
Publicado: (2025)
por: Zecchin, Matteo, et al.
Publicado: (2025)
Online Conformal Probabilistic Numerics via Adaptive Edge-Cloud Offloading
por: Hou, Qiushuo, et al.
Publicado: (2025)
por: Hou, Qiushuo, et al.
Publicado: (2025)
Knowing When to Stop: Delay-Adaptive Spiking Neural Network Classifiers with Reliability Guarantees
por: Chen, Jiechen, et al.
Publicado: (2023)
por: Chen, Jiechen, et al.
Publicado: (2023)
On-Device Fine-Tuning via Backprop-Free Zeroth-Order Optimization
por: Katti, Prabodh, et al.
Publicado: (2025)
por: Katti, Prabodh, et al.
Publicado: (2025)
Online Conformal Prediction with Corrupted Feedback
por: Wang, Bowen, et al.
Publicado: (2026)
por: Wang, Bowen, et al.
Publicado: (2026)
Distributed Conformal Prediction via Message Passing
por: Wen, Haifeng, et al.
Publicado: (2025)
por: Wen, Haifeng, et al.
Publicado: (2025)
Mirror Online Conformal Prediction with Intermittent Feedback
por: Wang, Bowen, et al.
Publicado: (2025)
por: Wang, Bowen, et al.
Publicado: (2025)
Synthetic Counterfactual Labels for Efficient Conformal Counterfactual Inference
por: Farzaneh, Amirmohammad, et al.
Publicado: (2025)
por: Farzaneh, Amirmohammad, et al.
Publicado: (2025)
Conformal Distributed Remote Inference in Sensor Networks Under Reliability and Communication Constraints
por: Zhu, Meiyi, et al.
Publicado: (2024)
por: Zhu, Meiyi, et al.
Publicado: (2024)
SCAN-BEST: Sub-6GHz-Aided Near-field Beam Selection with Formal Reliability Guarantees
por: Deng, Weicao, et al.
Publicado: (2025)
por: Deng, Weicao, et al.
Publicado: (2025)
Calibrating Wireless AI via Meta-Learned Context-Dependent Conformal Prediction
por: Yoo, Seonghoon, et al.
Publicado: (2025)
por: Yoo, Seonghoon, et al.
Publicado: (2025)
Scalable Multivariate Fronthaul Quantization for Cell-Free Massive MIMO
por: Park, Sangwoo, et al.
Publicado: (2024)
por: Park, Sangwoo, et al.
Publicado: (2024)
Beyond Fixed False Discovery Rates: Post-Hoc Conformal Selection with E-Variables
por: Zhu, Meiyi, et al.
Publicado: (2026)
por: Zhu, Meiyi, et al.
Publicado: (2026)
Optimized Certainty Equivalent Risk-Controlling Prediction Sets
por: Huang, Jiayi, et al.
Publicado: (2026)
por: Huang, Jiayi, et al.
Publicado: (2026)
Attention-Based Feature Online Conformal Prediction for Time Series
por: Zhu, Meiyi, et al.
Publicado: (2025)
por: Zhu, Meiyi, et al.
Publicado: (2025)
In-Context Learning for MIMO Equalization Using Transformer-Based Sequence Models
por: Zecchin, Matteo, et al.
Publicado: (2023)
por: Zecchin, Matteo, et al.
Publicado: (2023)
Cell-Free Multi-User MIMO Equalization via In-Context Learning
por: Zecchin, Matteo, et al.
Publicado: (2024)
por: Zecchin, Matteo, et al.
Publicado: (2024)
Reliable Hierarchical Operating System Fingerprinting via Conformal Prediction
por: Pérez-Jove, Rubén, et al.
Publicado: (2026)
por: Pérez-Jove, Rubén, et al.
Publicado: (2026)
Context-Aware Doubly-Robust Semi-Supervised Learning
por: Ruah, Clement, et al.
Publicado: (2025)
por: Ruah, Clement, et al.
Publicado: (2025)
Multi-Fidelity Hybrid Reinforcement Learning via Information Gain Maximization
por: Sifaou, Houssem, et al.
Publicado: (2025)
por: Sifaou, Houssem, et al.
Publicado: (2025)
Reliable LLM-Based Edge-Cloud-Expert Cascades for Telecom Knowledge Systems
por: Hou, Qiushuo, et al.
Publicado: (2025)
por: Hou, Qiushuo, et al.
Publicado: (2025)
Conformal Sparsification for Bandwidth-Efficient Edge-Cloud Speculative Decoding
por: Bhattacharjee, Payel, et al.
Publicado: (2025)
por: Bhattacharjee, Payel, et al.
Publicado: (2025)
Modern Neuromorphic AI: From Intra-Token to Inter-Token Processing
por: Simeone, Osvaldo
Publicado: (2026)
por: Simeone, Osvaldo
Publicado: (2026)
Distribution-informed Efficient Conformal Prediction for Full Ranking
por: Liao, Wenbo, et al.
Publicado: (2026)
por: Liao, Wenbo, et al.
Publicado: (2026)
Ejemplares similares
-
Bayesian Optimization with Formal Safety Guarantees via Online Conformal Prediction
por: Zhang, Yunchuan, et al.
Publicado: (2023) -
Generalization and Informativeness of Conformal Prediction
por: Zecchin, Matteo, et al.
Publicado: (2024) -
Robust Bayesian Optimization via Localized Online Conformal Prediction
por: Kim, Dongwon, et al.
Publicado: (2024) -
Quantile Learn-Then-Test: Quantile-Based Risk Control for Hyperparameter Optimization
por: Farzaneh, Amirmohammad, et al.
Publicado: (2024) -
Conformal Calibration: Ensuring the Reliability of Black-Box AI in Wireless Systems
por: Simeone, Osvaldo, et al.
Publicado: (2025)