Company Filing History:
Years Active: 2024-2025
Title: Innovations of Zhuo Zhang in Machine Learning
Introduction
Zhuo Zhang is an accomplished inventor based in Santa Clara, CA. He has made significant contributions to the field of machine learning, particularly in developing methods and systems that enhance the performance of machine learning models. With a total of 2 patents, his work is recognized for its innovative approach to understanding user interactions and content exposure.
Latest Patents
Zhuo Zhang's latest patents focus on "Contribution incrementality machine learning models." These patents disclose methods, systems, and computer programs encoded on a computer storage medium for training and utilizing machine learning models. The methods involve creating a model that represents the relationships between user attributes, content exposures, and performance levels for a target action. This is achieved using organic exposure data that specifies one or more organic exposures experienced by a user over a specified time prior to the performance of a target action. Additionally, third-party exposure data is utilized to specify the exposures of a particular type of digital component to the user during the same time period. The model determines an incremental performance level attributable to each of the third-party exposures at the time the target action is performed. Furthermore, transmission criteria for some digital components to which the user was exposed are modified based on the incremental performance.
Career Highlights
Zhuo Zhang is currently employed at Google Inc., where he continues to innovate and develop advanced machine learning solutions. His work has been instrumental in enhancing the understanding of user behavior and optimizing digital content exposure.
Collaborations
Zhuo has collaborated with notable colleagues, including Xinlong Bao and Mert Dikmen, who contribute to the dynamic environment of innovation at Google Inc.
Conclusion
Zhuo Zhang's contributions to machine learning exemplify the intersection of technology and user experience. His innovative patents and work at Google Inc. highlight the importance of understanding user interactions in the digital age.