Search for dissertations about: "Distribuerat lärande med flera uppgifter"

Found 1 swedish dissertation containing the words Distribuerat lärande med flera uppgifter.

2. 1. Study on Decentralized Machine Learning and Applications to Wireless Caching Networks

   Author : Yu Ye; Ming Xiao; Zhu Han; KTH; []
   Keywords : TEKNIK OCH TEKNOLOGIER; ENGINEERING AND TECHNOLOGY; Distributed multi-task learning; decentralized optimization; ADMM; mobility-aware wireless caching; Distribuerat lärande med flera uppgifter; decentraliserad optimering; ADMM; mobilitetsmedveten trådlös cache; Electrical Engineering; Elektro- och systemteknik;

   Abstract : To promote the development of distributed machine learning, it is crucial to provide efficient models and training algorithms. This thesis is devoted to the design of distributed multi-task learning and decentralized algorithms, as well as the application of distributed machine learning in wireless caching networks. READ MORE