Patent ID: 11922313
Assignee: WILLIAM MARSH RICE UNIVERSITY
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 1:
2. The system of claim 1, further comprising:
backward propagating an error in an output of the processing of the transformed training data with the first local machine learning model, the error being backward propagated through the first local machine learning model;
minimizing the error by at least adjusting a parameter applied by the first local machine learning model;
updating, based at least on the adjusting of the parameter at the first local machine learning model, a corresponding parameter at the global machine learning model; and
adjusting a frequency of updating the corresponding parameter at the global machine learning model, the adjusting of the frequency being based at least on a communication cost of the updating and a computation cost of having a stale parameter at the global machine learning model.