Jonathan C McKinney

Title: Innovations of Jonathan C McKinney

Introduction

Jonathan C McKinney is a notable inventor based in Palo Alto, California. He has made significant contributions to the field of machine learning, holding two patents that showcase his innovative approach to evolving machine learning models. His work is instrumental in advancing the capabilities of artificial intelligence.

Latest Patents

Jonathan's latest patents focus on evolved machine learning models. These patents describe a process where a plurality of initial machine learning models is determined based on original features. The initial models are filtered to select a subset as surviving models. Evolved models are then generated, incorporating new features derived from transformations of the surviving models. The validation scores of these evolved models are compared with those of the surviving models to select the most effective ones.

Career Highlights

Jonathan is currently associated with H2O.ai Inc., a company known for its advancements in AI and machine learning technologies. His work at H2O.ai has positioned him as a key player in the development of innovative machine learning solutions.

Collaborations

Some of Jonathan's notable coworkers include Arno Candel and Dmitry Larko, who collaborate with him on various projects within the company.

Conclusion

Jonathan C McKinney's contributions to machine learning through his patents and work at H2O.ai Inc. highlight his role as an influential inventor in the tech industry. His innovative approaches continue to shape the future of artificial intelligence.