Continuous Learning for Lightweight Machine Learning Inference at the Edge

With the proliferation of edge devices such as mobile phones, consumer robots, drones, wearables, and IoT devices, the generation of data at the edge of the internet network has been increasing exponentially. Machine Learning (ML) models, particularly Deep Neural Networks (DNNs), have the ability to...

Deskribapen osoa

Xehetasun bibliografikoak
Egile nagusia: Khani, Mehrdad
Beste egile batzuk: Alizadeh, Mohammad
Formatua: Thesis
Argitaratua: Massachusetts Institute of Technology 2023
Sarrera elektronikoa:https://hdl.handle.net/1721.1/152866