Company Filing History:
Years Active: 2022
Title: The Innovative Contributions of Christopher Lee Weider
Introduction
Christopher Lee Weider, an accomplished inventor based in Redmond, WA, has made significant strides in the field of machine learning. With a total of three patents to his name, Weider's work focuses on addressing data imbalance issues in machine learning models, showcasing his innovative approach to technology.
Latest Patents
Weider's latest patents highlight his expertise in machine learning and data analysis. One of his notable inventions is the patent titled "Remote validation of machine-learning models for data imbalance." This method and system enhance the detection and validation of data imbalance in trained machine learning models. It includes a series of steps, from receiving a request for data imbalance detection to examining distributions of dataset features and determining if data imbalance exists.
Another significant patent is the "Method and system of performing data imbalance detection and correction in training a machine-learning model." This invention facilitates semi or fully automatic detection and correction of data imbalance during the training phase of machine learning models. The method focuses on identifying features of the dataset, examining distributions, and using selected subsets for effective training, thereby optimizing the accuracy and reliability of the models.
Career Highlights
Currently, Christopher Lee Weider works at Microsoft Technology Licensing, LLC, where he contributes to advancing technologies related to machine learning. His role has placed him at the forefront of innovation, allowing him to refine processes that enhance data analysis capabilities. His expertise in machine learning not only benefits his projects but also empowers others in the industry.
Collaborations
Weider collaborates with talented colleagues, including Ruth Kikin-Gil and Harsha Prasad Nori. Together, they work on pioneering projects to overcome challenges in machine learning and data management. Their collective efforts reflect a commitment to driving innovation and improving technology solutions in the industry.
Conclusion
Christopher Lee Weider's contributions to the field of machine learning demonstrate his prowess as an inventor. With his innovative patents focused on data imbalance detection and correction, he plays a vital role in enhancing the functionality and effectiveness of machine learning models. His work continues to inspire advancements in technology, benefiting both the tech community and society at large.