Yann Le Biannic

Title: Yann Le Biannic: Innovator in Machine Learning Technologies

Introduction

Yann Le Biannic is a prominent inventor based in Suresnes, France. He has made significant contributions to the field of machine learning, holding a total of 11 patents. His work focuses on improving usability and transparency in applications that utilize machine learning technologies.

Latest Patents

One of his latest patents involves applying scoring systems using an auto-machine learning classification approach. This method enhances the usability and transparency of machine-learning aspects in applications that provide various types of services. The process begins with a request submitted through an administrative user interface, followed by a data readiness check on the underlying data associated with the application. Upon successful completion of this check, a configuration file is retrieved from an application server. This file specifies multiple keys for generating a machine-learned model for the application. The model is trained based on these keys and selected from a range of machine-learned models through dry runs. Ultimately, the model is activated for the application, and scores are identified from the underlying data items based on the selected model.

Another notable patent focuses on the interpretation of machine learning results using feature analysis. This involves analyzing results from a data set that includes a first plurality of features. Feature groups are defined, with at least one group containing a second plurality of features. The second plurality is less than the first. Dependencies between features are determined, and group contextual contribution values are calculated by aggregating the contextual contribution values of the constituent features.

Career Highlights

Yann has worked with several notable companies throughout his career, including Business Objects Software Limited and SAP SE. His experience in these organizations has allowed him to refine his skills and contribute to innovative projects in the field of machine learning.

Collaborations

Yann has collaborated with talented individuals such as Bruno Dumant and Olivier Hamon. These partnerships have further enriched his work and expanded the impact of his inventions.

Conclusion

Yann Le Biannic is a distinguished inventor whose work in machine learning continues to influence the industry. His innovative patents and collaborations highlight his commitment to advancing technology and improving user experiences.