Company Filing History:
Years Active: 2024-2025
Title: Innovations by Guillaume Tartavel
Introduction
Guillaume Tartavel is an accomplished inventor based in Cupertino, California. He has made significant contributions to the field of technology, particularly in the realm of neural networks and machine learning. With a total of two patents to his name, Tartavel's work is at the forefront of innovation.
Latest Patents
One of his latest patents is titled "Lookup table activation functions for neural networks." This technology provides a framework for evaluating activation functions of a neural network using lookup tables. It allows for the creation of lookup table-based activation functions with desired precision while adhering to hardware constraints. Multiple lookup tables can be utilized for each activation function, corresponding to specific subranges of input values.
Another notable patent is "User behavior model development with private federated learning." This invention involves a machine-readable medium that stores instructions for processors to receive a machine learning model from a server. It detects usage patterns for content items and trains the machine learning model using local data. The model is then updated and privatized before being transmitted back to the server.
Career Highlights
Guillaume Tartavel is currently employed at Apple Inc., where he continues to push the boundaries of technology through his innovative work. His contributions have been instrumental in advancing the capabilities of machine learning and neural networks.
Collaborations
Tartavel has collaborated with notable colleagues, including Stephen Cosman and Kalu Onuka Kalu. These partnerships have fostered a creative environment that encourages the development of groundbreaking technologies.
Conclusion
Guillaume Tartavel's work exemplifies the spirit of innovation in technology. His patents reflect a deep understanding of complex systems and a commitment to enhancing machine learning capabilities. His contributions will undoubtedly influence the future of technology.