Matthew David Stone

Title: Innovations of Matthew David Stone

Introduction

Matthew David Stone is an accomplished inventor based in Danville, California. He has made significant contributions to the field of predictive modeling and online systems. With a total of two patents to his name, Stone's work focuses on enhancing the performance metrics of content presented to users.

Latest Patents

Stone's latest patents include "Taxonomization of features used in prediction models according to sub-categories in a list of ranked categories." This innovative online system accesses a list of features used as input into a predictor to predict a performance metric for content. The system computes importance scores for the features and creates a ranked list of categories, assigning features to sub-categories based on their importance scores. Another notable patent is the "Meta-model classifier," which involves an online system accessing a model attribute store. This system trains a meta-model classifier to predict performance metrics for candidate models, generating reports for third-party systems.

Career Highlights

Matthew David Stone currently works at Meta Platforms, Inc., where he continues to develop cutting-edge technologies. His expertise in predictive modeling has positioned him as a key player in the tech industry.

Collaborations

Stone collaborates with Andrew Donald Yates, contributing to innovative projects that push the boundaries of technology.

Conclusion

Matthew David Stone's contributions to predictive modeling and online systems demonstrate his commitment to innovation. His patents reflect a deep understanding of technology and its applications in enhancing user experience.