A fresh approach to federated learning that balances privacy and efficiency.
Dipam Goswami, Simone Magistri, Kai Wang
― 6 min read
Cutting edge science explained simply
A fresh approach to federated learning that balances privacy and efficiency.
Dipam Goswami, Simone Magistri, Kai Wang
― 6 min read
Learn how Split Federated Learning keeps data safe while training smart models.
Justin Dachille, Chao Huang, Xin Liu
― 8 min read
Learn about DualGFL's impact on data privacy and efficiency.
Xiaobing Chen, Xiangwei Zhou, Songyang Zhang
― 5 min read
Federated Learning enables model training while keeping user data private and secure.
Ozgu Goksu, Nicolas Pugeault
― 7 min read
Discover how FLAMe enhances fall detection in smart cities while ensuring privacy.
Byeonghun Kim, Byeongjoon Noh
― 5 min read
Researchers innovate in automating code review using advanced technology and federated learning.
Jahnavi Kumar, Sridhar Chimalakonda
― 6 min read
Innovative models inspired by biology reshape energy-efficient network traffic prediction.
Theodoros Tsiolakis, Nikolaos Pavlidis, Vasileios Perifanis
― 5 min read
FedDP improves software defect predictions while ensuring data privacy.
Yuying Wang, Yichen Li, Haozhao Wang
― 5 min read
FedLEC improves federated learning performance by addressing label skews effectively.
Di Yu, Xin Du, Linshan Jiang
― 6 min read
FedGIG tackles privacy risks in graph data training.
Tianzhe Xiao, Yichen Li, Yining Qi
― 5 min read
Learn how federated learning enhances data privacy during AI model training.
Kunal Bhatnagar, Sagana Chattanathan, Angela Dang
― 6 min read
Learn how devices can share knowledge without exposing personal data.
Honggu Kang, Seohyeon Cha, Joonhyuk Kang
― 8 min read
ECoral enhances federated class-incremental learning while ensuring data privacy.
Rui Sun, Yumin Zhang, Varun Ojha
― 7 min read
Learn how ConDistFL improves AI model training with sensitive medical data.
Pochuan Wang, Chen Shen, Masahiro Oda
― 6 min read
A look into federated learning and its role in maintaining privacy while improving data accuracy.
Tony Cai, Abhinav Chakraborty, Lasse Vuursteen
― 5 min read
Calibre enhances personalized federated learning with better model performance and fairness.
Sijia Chen, Ningxin Su, Baochun Li
― 5 min read
A new method improves communication in Federated Learning while protecting privacy.
Xinyi Hu
― 6 min read
Innovative methods help rural clinics access advanced healthcare solutions.
Jiaqi Wang, Ziyi Yin, Quanzeng You
― 7 min read
Federated learning enhances machine learning while keeping data private.
Muhammad Irfan Khan, Elina Kontio, Suleiman A. Khan
― 9 min read
New tool enhances collaboration for brain tumor AI models.
Muhammad Irfan Khan, Elina Kontio, Suleiman A. Khan
― 7 min read
Learn how federated unlearning can protect your data privacy.
Zibin Pan, Zhichao Wang, Chi Li
― 5 min read
A new framework combines federated learning and blockchain to enhance privacy and security.
Ervin Moore, Ahmed Imteaj, Md Zarif Hossain
― 7 min read
Discover how smart microgrids can transform energy management for a sustainable future.
Nicolas M Cuadrado Avila, Samuel Horváth, Martin Takáč
― 6 min read