Federated Inverse Reinforcement Learning for Smart ICUs With Differential Privacy-Reference-Cited by-同舟云学术

Federated Inverse Reinforcement Learning for Smart ICUs With Differential Privacy

Published:2023-11-01 Issue:21 Volume:10 Page:19117-19124
ISSN:2327-4662
Container-title:IEEE Internet of Things Journal
language:
Short-container-title:IEEE Internet Things J.

Author:

Gong Wei¹^ORCID,Cao Linxiao²^ORCID,Zhu Yifei³^ORCID,Zuo Fang⁴^ORCID,He Xin⁴^ORCID,Zhou Haoquan¹^ORCID

Affiliation:

1. Department of Pediatrics, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, China

2. School of Data Science, University of Science and Technology of China, Hefei, China

3. University of Michigan–Shanghai Jiao Tong University Joint Institute, Shanghai Jiao Tong University, Shanghai, China

4. School of Software and the Henan International Joint Laboratory of Intelligent Network Theory and Key Technology, Henan University, Kaifeng, China

Funder

National Natural Science Foundation of China

Anhui Provincial Key Research and Development Program

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Computer Networks and Communications,Computer Science Applications,Hardware and Architecture,Information Systems,Signal Processing

Link

http://xplorestaging.ieee.org/ielx7/6488907/10288305/10138664.pdf?arnumber=10138664

Reference33 articles.

1. Distributed learning without distress: Privacy-preserving empirical risk minimization;jayaraman;Proc NeurIPS,2018

2. Deep leakage from gradients;zhu;Proc NeurIPS,2019

3. Robust Indoor Wireless Localization Using Sparse Recovery

4. Learning differentially private recurrent language models;mcmahan;Proc ICLR,2017

5. A reinforcement learning approach to weaning of mechanical ventilation in intensive care units;prasad;Proc UAI,2017

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