FGLP: A Federated Fine-Grained Location Prediction System for Mobile Users

no code implementations • 13 Jun 2021 • Xiaopeng Jiang, Shuai Zhao, Guy Jacobson, Rittwik Jana, Wen-Ling Hsu, Manoop Talasila, Syed Anwar Aftab, Yi Chen, Cristian Borcea

The framework runs on the phones of the users and also on a server that coordinates learning from all users in the system.

Federated Learning Transfer Learning

Packaging and Sharing Machine Learning Models via the Acumos AI Open Platform

no code implementations • 16 Oct 2018 • Shuai Zhao, Manoop Talasila, Guy Jacobson, Cristian Borcea, Syed Anwar Aftab, John F Murray

Applying Machine Learning (ML) to business applications for automation usually faces difficulties when integrating diverse ML dependencies and services, mainly because of the lack of a common ML framework.

BIG-bench Machine Learning Sentiment Analysis