This inventor holds 2 USPTO granted patents. Top assignee: Kxen. Active years: 2003-2011.
Company Filing History:
Years Active: 2003-2011
Title: Michel Bera: Innovator in Robust Modeling
Introduction
Michel Bera is a notable inventor based in Paris, France. He has made significant contributions to the field of robust modeling, with a focus on developing systems that enhance the accuracy and reliability of modeling functions. With a total of 2 patents to his name, Bera continues to push the boundaries of innovation in his field.
Latest Patents
One of Michel Bera's latest patents involves a system and method for generating a robust model of a system that selects a modeling function. This modeling function is characterized by a set of weights, with its complexity determined by a complexity parameter. For various values of this complexity parameter, an associated set of weights is determined to minimize training error for a training data set. Additionally, an error for a cross-validation data set is calculated for each set of weights. The set of weights that best satisfies the cross-validation criteria is then selected, resulting in a robust model that enhances predictive accuracy.
Career Highlights
Michel Bera is currently employed at Kxen, a company known for its innovative approaches to data analysis and modeling. His work at Kxen has allowed him to collaborate with other talented professionals in the field, further advancing his research and development efforts.
Collaborations
One of his notable coworkers is Erik P Marcade, with whom he has likely shared insights and expertise in their respective areas of specialization.
Conclusion
Michel Bera's contributions to robust modeling exemplify the spirit of innovation and dedication to improving modeling techniques. His work continues to influence the field and inspire future advancements in technology.