Portfolio-Based Incentive Mechanism Design for Cross-Device Federated Learning

Enhancing Federated Learning Efficiency with Generative Model-Based Data Augmentation for Non-IID Data

Z Guo - 2023 European Conference on Communication …, 2023 - ieeexplore.ieee.org
With the wide application of machine learning, data privacy has been widely concerned. As
a distributed machine learning method, federated learning has the characteristic of …
被引用次数：1 相关文章 所有 2 个版本

Bert-based Federated Learning to Rank Towards News Retrieval

C Gan - 2023 5th International Conference on Big Data …, 2023 - dl.acm.org
With the development of machine learning technology, machine learning based information
retrieval model plays a vital role in news retrieval tasks. In this paper, we study the …
相关文章 所有 2 个版本

Federated Learning with ResNet-18 for Medical Image Diagnosis

C Wang - Proceedings of the 2023 8th International Conference …, 2023 - dl.acm.org
Deep learning has shown promise in accurate medical image analysis, but challenges
remain. Data privacy concerns hinder the availability of large, high-quality medical datasets …
相关文章 所有 2 个版本