Federated Inference with Reliable Uncertainty Quantification over
Wireless Channels via Conformal Prediction

Federated Inference with Reliable Uncertainty Quantification over Wireless Channels via Conformal Prediction

8 August 2023

Sangwoo Park

Caili Guo

Osvaldo Simeone

Papers citing "Federated Inference with Reliable Uncertainty Quantification over Wireless Channels via Conformal Prediction"

6 / 6 papers shown

Title
What If We Had Used a Different App? Reliable Counterfactual KPI Analysis in Wireless Systems Qiushuo Hou Sangwoo Park Matteo Zecchin Yunlong Cai Guanding Yu Osvaldo Simeone 19 1 0 30 Sep 2024
Conformal Distributed Remote Inference in Sensor Networks Under Reliability and Communication Constraints Meiyi Zhu Matteo Zecchin Sangwoo Park Caili Guo Chunyan Feng P. Popovski Osvaldo Simeone 30 2 0 12 Sep 2024
Efficient Conformal Prediction under Data Heterogeneity Vincent Plassier Nikita Kotelevskii Aleksandr Rubashevskii Fedor Noskov Maksim Velikanov Alexander Fishkov Samuel Horváth Martin Takáč Eric Moulines Maxim Panov 16 1 0 25 Dec 2023
Predictive Inference with Feature Conformal Prediction Jiaye Teng Chuan Wen Dinghuai Zhang Yoshua Bengio Yang Gao Yang Yuan 27 24 0 01 Oct 2022
Convergence Analysis and System Design for Federated Learning over Wireless Networks Shuo Wan Jiaxun Lu Pingyi Fan Yunfeng Shao Chenghui Peng Khaled B. Letaief 31 53 0 30 Apr 2021
Federated Learning over Wireless Device-to-Device Networks: Algorithms and Convergence Analysis Hong Xing Osvaldo Simeone Suzhi Bi 27 93 0 29 Jan 2021