Machine Learning

Survey of Communication-based Optimization for Federated Learning

[联邦学习][通信优化][Survey]针对联邦学习系统中通信模块设计调研

Survey of System Design for Distributed ML & FL

[机器学习][联邦学习][系统设计][Survey]对ML和FL中system design的调研总结

Survey of Algorithm-based Optimization for Federated Learning

[机器学习][联邦学习][系统优化][Survey]联邦学习中针对系统性能需求进行的算法设计调研

Survey of Framework-based Optimization for Federated Learning

[机器学习][联邦学习][Survey]针对联邦学习系统的设计调研

Data in Real World, Instances Proximity and Feature Embedding

[机器学习]数据，样本相似度和Feature Embedding

Machine Learning & Federated Learning

学习笔记 - 机器学习&联邦学习

Machine Learning and Feterated Learning

机器学习与联邦学习基础知识补充

Heterologous Logistic Regression

[逻辑回归][联邦学习]联邦学习异构逻辑回归

Logistic Regression

[机器学习][逻辑回归]逻辑回归算法学习与Python实现

Overview of Federated Learning

[联邦学习][Survey]联邦学习概述