Company Filing History:
Years Active: 2023-2024
Title: Innovations by Inventor Chong Huang
Introduction
Chong Huang is a notable inventor based in San Jose, CA, who has made significant contributions to the field of machine learning. With a focus on managing missing values in datasets, his work has implications for improving the accuracy and efficiency of machine learning models. He holds 2 patents that showcase his innovative approaches to data management.
Latest Patents
Chong Huang's latest patents revolve around the theme of managing missing values in datasets for machine learning models. The first patent describes computer-implemented machines, systems, and methods for handling missing values in a dataset. The method includes steps such as importing a dataset with missing values, computing data statistics, identifying and verifying the missing values, updating them, imputing missing values, encoding reasons for their absence, and recommending models and hyperparameters to address special or missing values. This innovative approach aims to enhance the performance of machine learning applications by ensuring that datasets are complete and reliable.
Career Highlights
Chong Huang is currently employed at Fair Isaac Corporation, a company known for its advanced analytics and decision management solutions. His role involves leveraging his expertise in machine learning to develop solutions that address complex data challenges. His contributions have been instrumental in advancing the capabilities of the company's offerings.
Collaborations
Chong Huang collaborates with talented individuals such as Arash Nourian and Feier Lian. Together, they work on innovative projects that push the boundaries of machine learning and data management.
Conclusion
Chong Huang's work in managing missing values in datasets for machine learning models highlights his innovative spirit and dedication to improving data accuracy. His contributions at Fair Isaac Corporation and his collaborations with fellow inventors underscore the importance of teamwork in driving technological advancements.