Company Filing History:
Years Active: 2014-2022
Title: The Innovations of Charles Eric Dannaker
Introduction
Charles Eric Dannaker is an accomplished inventor based in Seattle, WA (US). He has made significant contributions to the field of machine learning, holding a total of 5 patents. His work focuses on enhancing the efficiency and effectiveness of predictive models through innovative feature processing techniques.
Latest Patents
One of his latest patents involves feature processing tradeoff management at a machine learning service. In this patent, a set of candidate variables is identified for training a model, which includes at least one processed variable produced by a feature processing transformation. A cost estimate is determined, indicating the effect of implementing the feature processing transformation on a performance metric associated with the model's prediction goal. Based on this cost estimate, a feature processing proposal that excludes the feature processing transformation is implemented.
Career Highlights
Charles Eric Dannaker is currently employed at Amazon Technologies, Inc., where he continues to innovate in the realm of machine learning. His expertise in feature processing has positioned him as a valuable asset within the company.
Collaborations
He has collaborated with notable coworkers, including Leo Parker Dirac and Nicolle M Correa, contributing to a dynamic and innovative work environment.
Conclusion
Charles Eric Dannaker's contributions to machine learning through his patents and work at Amazon Technologies, Inc. highlight his role as a leading inventor in the field. His innovative approaches to feature processing continue to influence advancements in predictive modeling.