Microsoft technology licensing, llc (20250094824). FEDERATED LEARNING WITH NEURAL GRAPHICAL MODELS
Contents
FEDERATED LEARNING WITH NEURAL GRAPHICAL MODELS
Organization Name
microsoft technology licensing, llc
Inventor(s)
Harsh Shrivastava of Redmond WA US
Urszula Stefania Chajewska of Issaquah WA US
FEDERATED LEARNING WITH NEURAL GRAPHICAL MODELS
This abstract first appeared for US patent application 20250094824 titled 'FEDERATED LEARNING WITH NEURAL GRAPHICAL MODELS
Original Abstract Submitted
the present disclosure relates to methods and systems that provide a federated learning framework using neural graphical models. the federated learning framework combines the individual distributions learned by each client into a global model while keeping the data of each client private within each client's environment. the methods and systems allow for knowledge sharing among the clients without data sharing.