Timothee Lacroix

Title: Timothee Lacroix: Innovator in Embedding Models and Indexing Technologies

Introduction

Timothee Lacroix is a renowned inventor based in Paris, France, recognized for his contributions to the fields of computing and information systems. With a total of two patents to his name, Lacroix is making strides in innovations that enhance the efficiency and effectiveness of online systems.

Latest Patents

Timothee Lacroix's latest patents include groundbreaking technologies in embedding models and indexing user-defined data. The first patent, titled "Embeddings with Multiple Relationships," outlines a sophisticated method for generating an embedding model for entities within an online system. This method involves creating a first set of partitions that categorize entities and assigning these partitions to embedding workers. Each worker determines embedding vectors for the assigned entities, and a subsequent set of partitions is generated, enabling the retrieval and updating of these vectors based on interactions between entities.

The second patent, "Indexing User-Defined Minutiae," describes a computing device that receives text input from a user to determine actions associated with the input. By matching parts of the phrase against an indexed database, the device can identify topics connected to the user's action. If no match is found, it processes the entire phrase and stores it as an instance for future reference, helping to build an indexed database for better user interaction.

Career Highlights

Timothee Lacroix is currently employed at Facebook, Inc., where his innovative work contributes to the development of advanced technologies that enhance user experience and system functionalities. His patents reflect a keen understanding of computational theory and practical applications.

Collaborations

In his pursuit of innovation, Lacroix collaborates with notable coworkers, including Adam Kal Lerer and Adam Joshua Fisch. Their combined expertise fosters a creative environment conducive to groundbreaking developments in technology.

Conclusion

Timothee Lacroix stands as a prominent figure in the world of innovation, leveraging his expertise to create systems that improve online interactions. Through his pioneering patents and collaborations at Facebook, Inc., Lacroix continues to push the boundaries of technology, making significant contributions to the field.