FederatedScope: A Comprehensive and Flexible Federated Learning Platform via Message Passing.
Yuexiang XieZhen WangDaoyuan ChenDawei GaoLiuyi YaoWeirui KuangYaliang LiBolin DingJingren ZhouPublished in: CoRR (2022)
Keyphrases
- message passing
- learning platform
- distributed systems
- belief propagation
- learning activities
- learning materials
- learning environment
- probabilistic inference
- shared memory
- approximate inference
- markov random field
- factor graphs
- sum product algorithm
- sum product
- distributed shared memory
- inference in graphical models
- graphical models
- energy function
- learning systems
- higher order
- loopy belief propagation
- database