Company Filing History:
Years Active: 2024-2025
Title: Sen Li - Innovator in Machine Learning
Introduction
Sen Li is a prominent inventor based in Mountain View, CA. He has made significant contributions to the field of machine learning, particularly in developing innovative methods and systems that enhance the performance of machine learning models. With a total of 2 patents, his work is recognized for its impact on the industry.
Latest Patents
Sen Li's latest patents focus on contribution incrementality in 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 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 third-party exposures of a particular type of digital component to the user over 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 was performed. Furthermore, transmission criteria for some digital components to which the user was exposed are modified based on the incremental performance.
Career Highlights
Sen Li is currently employed at Google Inc., where he continues to innovate and contribute to advancements in machine learning technologies. His work at Google has positioned him as a key player in the development of cutting-edge solutions that leverage data to improve user experiences.
Collaborations
Throughout his career, Sen Li has collaborated with talented individuals such as Xinlong Bao and Mert Dikmen. These collaborations have fostered an environment of innovation and creativity, leading to the development of impactful technologies.
Conclusion
Sen Li is a distinguished inventor whose work in machine learning has garnered attention and respect in the tech community. His contributions continue to shape the future of technology, making significant strides in the understanding and application of machine learning models.