This inventor holds 5 USPTO granted patents. Top assignee: Microsoft Technology Licensing, LLC. Active years: 2019-2021.
Company Filing History:
Years Active: 2019-2021
Title: Yufei Ding: Innovator in Machine Learning Technologies
Introduction
Yufei Ding is a prominent inventor based in Raleigh, NC (US), known for his contributions to machine learning technologies. With a total of 5 patents, he has made significant strides in the field, particularly in developing systems that enhance user interaction with content.
Latest Patents
One of Yufei Ding's latest patents focuses on determining the likelihood of a user interaction with a content element. This innovative system transmits and combines local models, which are computed via stochastic gradient descent (SGD), into a global model. The global model can predict the likelihood of user interactions based on new data instances. This technology can be utilized to provide tailored search results or recommendations, enhancing user experience significantly.
Another notable patent involves machine learning through parallelized stochastic gradient descent. This system employs symbolic representations to perform SGD analysis on training datasets. By utilizing multiple processors, the system can analyze data portions in parallel, leading to more efficient model building. The global model builder combines outputs from local model builders and initial data analyzers, resulting in a comprehensive model that improves machine learning processes.
Career Highlights
Yufei Ding is currently employed at Microsoft Technology Licensing, LLC, where he continues to innovate and develop cutting-edge technologies. His work has positioned him as a key player in the field of machine learning, contributing to advancements that benefit various applications.
Collaborations
Throughout his career, Yufei has collaborated with notable colleagues, including Madanlal S Musuvathi and Todd Douglas Mytkowicz. These collaborations have fostered an environment of innovation and creativity, leading to the development of impactful technologies.
Conclusion
Yufei Ding's contributions to machine learning and user interaction technologies highlight his role as a leading inventor in the field. His innovative patents and collaborative efforts continue to shape the future of technology.