Federated Learning: Algorithms, Analysis and Optimization

Speaker:  Ming Xiao – Stockholm, Sweden
Topic(s):  Artificial Intelligence, Machine Learning, Computer Vision, Natural language processing


In this talk, we will talk about the algorithms of emerging federated learning. We will give the algorithms of Federated Learning. Then, we will explain from mathmetical aspcts on the properties of federated learning. Then, we will discuss the security and communication efficiency of federated learning. Finally, a few typical application scenarios of FL will be discussed. 

About this Lecture

Number of Slides:  20
Duration:  60 minutes
Languages Available:  Chinese (Simplified), English
Last Updated: 

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