Keyword:Federated Learning

Papers
PoShapley-BCFL: a Fair and Robust Decentralized Federated Learning Based on Blockchain and the Proof of Shapley-Value Ziwen Cheng, Yi Liu, Chao Wu, Yongqi Pan, Liushun Zhao and Cheng Zhu EasyChair Preprint no. 11114
Federated Learning for Empowering Large Language Models Soumik Deb Niloy, Abdullah Jamil Sifat, Md Asaduzzaman Sarker Anik, Mohammad Jawad Ul Tashick and Mashira Rofi EasyChair Preprint no. 10828
Federated Learning Methods for Analytics of Big and Sensitive Distributed Data and Survey Michal Staňo, Ladislav Hluchý, Martin Bobák, Peter Krammer and Viet Tran EasyChair Preprint no. 9819
A Multi-Task Cardiovascular Disease Classification Method via Adaptive Update Renjie Tang, Junzhou Luo and Junbo Qian EasyChair Preprint no. 5895
uTile PET: a Privacy Preserving Solution for Collaborative Data-Driven Projects Daniel Hurtado Ramírez, Luis Porras Díaz, Álvaro Calzado Pérez, Borja Irigoyen Peña, Alexander Benítez Buenache, Juan Miguel Auñón García, Ana María García Sánchez and Pablo González Fuente EasyChair Preprint no. 5354
Foundations and Case Studies on the Scalable Intelligence in AIoT Domains Aarne Klemetti and Erkki Räsänen EasyChair Preprint no. 5326