Company Filing History:
Years Active: 2014-2017
Title: Inventor Spotlight: Cedric Archambeau
Introduction
Cedric Archambeau, an innovative inventor based in Grenoble, France, has made significant contributions to the field of data processing and language modeling. With four patents to his name, Archambeau has demonstrated a relentless pursuit of enhancing technological frameworks that facilitate improved predictive capabilities in various applications.
Latest Patents
Archambeau's latest patents showcase his expertise in language models and error prediction systems. One of his notable inventions is the "Language model with structured penalty." This patent optimizes a penalized loss function using a corpus of language samples tailored to the parameters of a language model. The penalized loss is designed to evaluate the predictive accuracy of the language model, incorporating a tree-structured norm. The innovation utilizes a collapsed suffix trie to enhance the efficiency of the language model's predictions by optimizing values through methods such as a proximal step algorithm.
Another groundbreaking patent by Archambeau is "Error prediction with partial feedback," which introduces a novel method for data processing through a pipeline of components. This invention allows for the incorporation of partial user feedback on the errors generated during data processing. By learning model parameters based on training observations, the system can predict which components may have contributed to output errors, thereby enhancing overall reliability and efficiency.
Career Highlights
Cedric Archambeau is associated with Xerox Corporation, a company renowned for its innovations in imaging and printing solutions, as well as document services. His work at Xerox has allowed him to explore advanced concepts in language processing and predictive modeling, contributing to the company's robust research and development initiatives.
Collaborations
Throughout his career, Archambeau has collaborated with esteemed colleagues such as Guillaume M Bouchard and Shengbo Guo. These partnerships reflect a strong commitment to advancing their fields through collective brainstorming and innovative solutions, bolstering the impact of their research endeavors.
Conclusion
Cedric Archambeau stands out as a forward-thinking inventor whose contributions to language modeling and data processing are shaping the future of technology. With several patents that address critical challenges in predictive modeling, Archambeau’s work continues to inspire and pave the way for further innovations in the tech industry. His dedication to pushing the boundaries of what is possible in language processing is a testament to his skills and vision as an inventor.