On-Device Machine Learning: An Algorithms and Learning Theory Perspective

Sauptik Dhar, Junyao Guo, Jiayi Liu +3

The predominant paradigm for using machine learning models on a device is to train a model in the cloud and perform inference using the trained model on the device. However, with i…