Company Filing History:
Years Active: 2021-2025
Title: Simon Howey: Innovator in Hyperparameter Tuning
Introduction
Simon Howey is a notable inventor based in San Francisco, CA. He has made significant contributions to the field of machine learning through his innovative patents. With a total of 2 patents, Howey is recognized for his advancements in tuning hyperparameters and optimizing model training processes.
Latest Patents
Simon Howey's latest patents focus on systems and methods for tuning hyperparameters of a model and advanced curtailment of training. These patents describe a comprehensive system that implements a hyperparameter tuning service. This service tunes hyperparameters by receiving tuning requests via an API, which includes tuning parameters and model training control parameters. The system monitors the training run and collects data periodically, allowing it to compute advanced training curtailment instructions. This innovation enables the training run to be curtailed automatically before reaching a predefined maximum training schedule.
Career Highlights
Simon Howey is currently employed at Intel Corporation, where he applies his expertise in machine learning and model optimization. His work at Intel has positioned him as a key player in the development of advanced technologies that enhance the efficiency of machine learning models.
Collaborations
Some of Simon's notable coworkers include Michael McCourt and Ben Hsu. Their collaborative efforts contribute to the innovative environment at Intel Corporation, fostering advancements in technology.
Conclusion
Simon Howey's contributions to hyperparameter tuning and model training optimization reflect his commitment to innovation in the tech industry. His work continues to influence the development of more efficient machine learning systems.