Shanshan Xu

Title: Shanshan Xu: Inventor in Machine Learning for Autonomous Systems.

Introduction

Shanshan Xu is an inventor based in Palo Alto, California, and works at NVIDIA Corporation. Her patent work focuses on applying machine learning to data mining for autonomous and semi-autonomous systems.

Latest Patents

Xu is associated with one patent, titled “Data Mining Using Machine Learning for Autonomous Systems and Applications.” The invention describes neural-network methods for filtering and classifying data samples. One network can remove samples associated with specified object classifications, while another can retrieve samples matching other classifications. Additional networks can assess uncertainty and determine final object classifications from the filtered data. Xu’s listed patent portfolio includes 1 patent.

Career Highlights

Xu’s patent reflects work at the intersection of neural networks, data mining, and autonomous-system applications. The disclosed approach uses multiple neural networks to organize input data and support object classification.

Collaborations

Xu’s listed coworkers include Ryan Marc Christian Benkert and Yifang Xu. Her work at NVIDIA Corporation places her within a company developing technologies for computing and autonomous systems.

Conclusion

Shanshan Xu’s patent highlights a machine-learning approach to filtering, evaluating, and classifying data for autonomous and semi-autonomous applications.