journal cover

Multi-Objective Evolutionary Federated Learning

IEEE Transactions on Neural Networks and Learning Systems

Jun 28, 2019

Hangyu Zhu, Yaochu Jin

Abstract

Federated learning is an emerging technique used to prevent the leakage of private information. Unlike centralized learning that needs to collect data from users and store them collectively on a cloud server, federated learning makes it possible to learn a global model while the data ar...read more

Mentioned in this Paper

Biological Neural Networks
Objective (Goal)
Neural Network Simulation
Structure
Learning
Paper Details
References
  • References
  • Citations
  • finger pointing at paper

    References currently unavailable

    We're still populating references for this paper, please check back later.
  • References
  • Citations
  • quote and clock

    No citations available

    This paper may not have been cited yet.

Similar Papers Found In These Feeds

Neural Networks

Here is the latest research on physiological and in silico networks and circuits implicated in the nervous system.

© 2020 Meta ULC. All rights reserved

Multi-Objective Evolutionary Federated Learning

IEEE Transactions on Neural Networks and Learning Systems

Jun 28, 2019

Hangyu Zhu, Yaochu Jin

PMID: 31247576

DOI: 10.1109/tnnls.2019.2919699

Abstract

Federated learning is an emerging technique used to prevent the leakage of private information. Unlike centralized learning that needs to collect data from users and store them collectively on a cloud server, federated learning makes it possible to learn a global model while the data ar...read more

Mentioned in this Paper

Biological Neural Networks
Objective (Goal)
Neural Network Simulation
Structure
Learning

Similar Papers Found In These Feeds

Neural Networks

Here is the latest research on physiological and in silico networks and circuits implicated in the nervous system.

Related Papers

Paper Details
References
  • References
  • Citations
  • finger pointing at paper

    References currently unavailable

    We're still populating references for this paper, please check back later.
  • References
  • Citations
  • quote and clock

    No citations available

    This paper may not have been cited yet.
/papers/multi-objective-evolutionary-federated/31247576