Yin Zhang

Title: Innovations by Yin Zhang

Introduction

Yin Zhang is an accomplished inventor based in Sunnyvale, CA. She has made significant contributions to the field of technology, particularly in machine learning and resource management. With a total of 3 patents to her name, her work has garnered attention for its innovative approaches and practical applications.

Latest Patents

Yin Zhang's latest patents include groundbreaking techniques that enhance the efficiency of content delivery and resource management. One of her notable patents is titled "Controlling item frequency using a machine-learned model." This invention provides techniques for controlling item frequency through machine learning. In this method, two prediction models are trained: one based on the interaction history of multiple content items by various entities, and the other based on predicted interaction rates and impression counts for each content item. The process involves identifying a particular entity associated with a request, determining predicted interaction rates, and selecting candidate content items based on adjusted interaction rates.

Another significant patent is the "Resource usage control system." This invention offers techniques for managing resource usage in computing environments. It determines target resource usage for specific points in time during content delivery campaigns. By calculating a throttling factor based on current resource usage and bandwidth boundaries, the system can effectively manage participation probabilities in content selection events.

Career Highlights

Yin Zhang is currently employed at Microsoft Technology Licensing, LLC, where she continues to innovate and develop new technologies. Her work has not only advanced her career but has also contributed to the broader field of technology.

Collaborations

Yin has collaborated with notable colleagues, including Yang Zhao and David Pardoe, to further enhance her research and development efforts. These collaborations have played a crucial role in her success as an inventor.

Conclusion

Yin Zhang's contributions to technology through her patents demonstrate her innovative spirit and commitment to advancing the field. Her work in machine learning and resource management continues to influence the industry positively.