Ge Precision Healthcare LLC

Hsi-Ming Chang

Gopal Biligeri Avinash

Michael J Washburn

Venkata Ratnam Saripalli

Li Huazhang

Systems/techniques that facilitate learning-based clean data selection are provided. In various embodiments, a system can access a raw dataset. In various aspects, the system can select, via execution of a data selection machine learning model, a clean dataset from the raw dataset. In various instances, the system can train a target machine learning model to perform a target task based on the clean dataset. In various aspects, the clean dataset can include candidate-annotation groupings that are in the raw dataset and that are determined by the data selection machine learning model to be suitable for training of the target machine learning model, and the clean dataset can exclude candidate-annotation groupings that are in the raw dataset and that are determined by the data selection machine learning model to not be suitable for training of the target machine learning model.

Growing community of inventors

Dublin, CA, United States of America

Hsi-Ming Chang