Bing Liu

Title: Bing Liu - Innovator in Multi-Party Attribution Data

Introduction

Bing Liu is a notable inventor based in San Jose, CA. He has made significant contributions to the field of data privacy and machine learning. His innovative work focuses on the on-device privatization of multi-party attribution data.

Latest Patents

Bing Liu holds a patent for "On-device privatization of multi-party attribution data." This patent involves a process where first event data associated with a first-party application is received, along with second event data representing a click on a link to a third-party application. The technology converts third event data from the third-party application into a label, maps a compressed format of the labeled data to the first and second event data, and creates multi-party attribution data. Multiple instances of this data are grouped into a batch, noise is added to the compressed format, and the noisy batch is sent to a second computing device. A debiasing algorithm can then be applied to this noisy batch, which can be used to train machine learning models. Bing Liu has 1 patent to his name.

Career Highlights

Bing Liu is currently employed at Microsoft Technology Licensing, LLC, where he continues to innovate and develop new technologies. His work is instrumental in advancing the understanding and application of data privacy in multi-party environments.

Collaborations

Bing Liu collaborates with talented individuals such as Ryan M Rogers and Man Chun D Leung, contributing to a dynamic and innovative work environment.

Conclusion

Bing Liu's contributions to the field of data privacy and machine learning are noteworthy. His patent on multi-party attribution data showcases his innovative spirit and commitment to advancing technology.