Company Filing History:
Years Active: 2022
Title: Eric Wayman - Innovator in Machine Learning
Introduction
Eric Wayman is a notable inventor based in San Francisco, CA (US). He has made significant contributions to the field of machine learning, particularly in the identification and application of hyperparameters. His work is essential for enhancing the performance of machine learning models.
Latest Patents
Eric holds a patent titled "Identification and application of hyperparameters for machine learning." This patent outlines methods and systems for determining suitable hyperparameters for a machine learning model and feature engineering process. The invention analyzes datasets to identify compatible hyperparameter values, ranking them according to their influence on model performance metrics. This innovative approach allows for a more efficient search for hyperparameters that significantly impact model outcomes.
Career Highlights
Eric Wayman is currently employed at Salesforce, Inc., where he applies his expertise in machine learning. His work at Salesforce contributes to the development of advanced technologies that enhance customer relationship management and data analysis.
Collaborations
Eric collaborates with talented coworkers, including Kevin Moore and Leah McGuire. Their combined efforts foster a creative environment that drives innovation within their projects.
Conclusion
Eric Wayman's contributions to machine learning through his patent and work at Salesforce, Inc. highlight his role as an influential inventor in the tech industry. His innovative methods for hyperparameter identification are paving the way for advancements in machine learning applications.