This inventor holds 1 USPTO granted patent and 2 published patent applications, plus 2 CIPO patents and 1 EPO patent. Top assignee: Aureon Laboratories, Inc.. Active years: 2009.
Company Filing History:
Years Active: 2009
Title: Innovations by Marina Sapir in Machine Learning
Introduction
Marina Sapir is a notable inventor based in Mamaroneck, NY (US). She has made significant contributions to the field of machine learning, particularly in the area of feature selection. Her work is characterized by a focus on enhancing the efficiency and accuracy of predictive models.
Latest Patents
Marina holds a patent titled "Methods and systems for feature selection in machine learning based on feature contribution and model fitness." This patent outlines methods and systems for selecting features in machine learning, where the features chosen for inclusion in a prediction rule are based on statistical metrics of feature contribution and model fitness. She has 1 patent to her name.
Career Highlights
Marina is currently employed at Aureon Laboratories, Inc., where she applies her expertise in machine learning to develop innovative solutions. Her work has been instrumental in advancing the capabilities of predictive analytics in various applications.
Collaborations
Throughout her career, Marina has collaborated with talented professionals, including Faisal M Khan and David Verbel. These collaborations have fostered a dynamic environment for innovation and research.
Conclusion
Marina Sapir's contributions to machine learning through her innovative patent demonstrate her commitment to advancing technology in this field. Her work continues to influence the development of more effective predictive models.