Company Filing History:
Years Active: 2020
Title: Innovations by Jean-Francois Crespo
Introduction
Jean-Francois Crespo is a notable inventor based in Palo Alto, California. He has made significant contributions to the field of machine learning and content selection. His innovative work has led to the development of a patent that utilizes advanced techniques to enhance user engagement through intelligent content selection.
Latest Patents
Crespo holds a patent titled "Selecting content items using reinforcement learning." This patent encompasses methods, systems, and apparatus, including computer programs encoded on computer storage media. The invention focuses on using a machine learning model that has been trained through reinforcement learning to select a content item. One of the methods involves receiving first data that characterizes a context in which a content item may be presented to a user. The model processes this data to generate engagement scores, predicting the total number of future selections by the user.
Career Highlights
Jean-Francois Crespo is currently employed at Google Inc., where he continues to push the boundaries of technology and innovation. His work is instrumental in developing systems that improve user interaction with digital content. With a focus on machine learning, Crespo's contributions are shaping the future of content delivery.
Collaborations
Crespo has collaborated with notable colleagues, including Benjamin Kenneth Coppin and Mustafa Suleyman. These partnerships have fostered an environment of innovation and creativity, leading to advancements in their respective fields.
Conclusion
Jean-Francois Crespo's work exemplifies the intersection of technology and user engagement. His patent on selecting content items using reinforcement learning showcases his commitment to innovation in the digital landscape. Through his contributions at Google Inc., Crespo continues to influence the future of content selection and machine learning.