Company Filing History:
Years Active: 2013-2022
Title: Thomas Herter: Innovator in Predictive Modeling Technologies
Introduction
Thomas Herter is a prominent inventor based in Santa Clara, CA (US). He has made significant contributions to the field of predictive modeling, holding a total of 6 patents. His work focuses on improving machine learning systems through innovative methods that address data challenges.
Latest Patents
Among his latest patents is a method and system for adaptively imputing sparse and missing data for predictive models. This patent describes an approach that provides an adaptive solution to missing data for machine learning systems. A gradient solution is provided that is attentive to imputation needs at each of several missingness levels. This multilevel approach treats data missingness at any of multiple severity levels while utilizing, as much as possible, the actual observed data. Another notable patent is a method and system for adaptively removing outliers from data used in training predictive models. This patent describes an improved approach to remove data outliers by filtering out data correlated to detrimental events within a system. One or more detrimental event conditions are defined to identify and handle abnormal transient states from collected data for a monitored system.
Career Highlights
Thomas Herter is currently employed at Oracle International Corporation, where he continues to develop innovative solutions in data processing and predictive analytics. His work at Oracle has positioned him as a key player in advancing the capabilities of machine learning technologies.
Collaborations
He collaborates with talented individuals such as Angelo Pruscino and Michael Zoll, contributing to a dynamic and innovative work environment.
Conclusion
Thomas Herter's contributions to predictive modeling and data processing are noteworthy, showcasing his expertise and commitment to innovation in technology. His patents reflect a deep understanding of the challenges faced in machine learning, and his work continues to influence the field positively.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.