Calibrating AI Models for Wireless Communications via Conformal
Prediction

Calibrating AI Models for Wireless Communications via Conformal Prediction

15 December 2022

Sangwoo Park

Osvaldo Simeone

Papers citing "Calibrating AI Models for Wireless Communications via Conformal Prediction"

7 / 7 papers shown

Title
Leveraging Large Language Models for Wireless Symbol Detection via In-Context Learning Momin Abbas Koushik Kar Tianyi Chen 21 5 0 28 Aug 2024
Towards Efficient and Trustworthy AI Through Hardware-Algorithm-Communication Co-Design Yongchao Chen Osvaldo Simeone Bashir M. Al-Hashimi 34 4 0 27 Sep 2023
Federated Inference with Reliable Uncertainty Quantification over Wireless Channels via Conformal Prediction Meiyi Zhu Matteo Zecchin Sangwoo Park Caili Guo Chunyan Feng Osvaldo Simeone FedML 30 8 0 08 Aug 2023
Calibrated Explanations: with Uncertainty Information and Counterfactuals Helena Lofstrom Tuwe Lofstrom Gregory Rice Cecilia Sonstrod 38 9 0 03 May 2023
Guaranteed Dynamic Scheduling of Ultra-Reliable Low-Latency Traffic via Conformal Prediction K. Cohen Sangwoo Park Osvaldo Simeone P. Popovski S. Shamai AI4TS 11 9 0 15 Feb 2023
Achieving Risk Control in Online Learning Settings Shai Feldman Liran Ringel Stephen Bates Yaniv Romano 72 28 0 18 May 2022
MCMC using Hamiltonian dynamics Radford M. Neal 185 3,262 0 09 Jun 2012