James Blomo is an accomplished inventor based in San Francisco, CA. He has made significant contributions to the field of model training and hyperparameter tuning. With a total of 2 patents, his work focuses on enhancing the efficiency and effectiveness of machine learning models.

Latest Patents

James Blomo's latest patents include innovative systems and methods for tuning hyperparameters of a model and advanced curtailment of a training of the model. These patents describe a system and method that implements a hyperparameter tuning service. This service tunes hyperparameters of a model by receiving a tuning request via an API. The request comprises two parts: the first part includes tuning parameters for generating tuned hyperparameter values, while the second part includes model training control parameters for monitoring and controlling the training of the model. The model training control parameters also include criteria for generating instructions for curtailing a training run. The system monitors the training run by periodically collecting training run data and computes an advanced training curtailment instruction based on this data. This instruction automatically curtails the training run prior to a predefined maximum training schedule.

Career Highlights

James Blomo is currently employed at Intel Corporation, where he applies his expertise in machine learning and model training. His work at Intel has allowed him to push the boundaries of innovation in the tech industry.

Collaborations

James collaborates with talented coworkers, including Michael McCourt and Ben Hsu. Their combined efforts contribute to the advancement of technology and innovation within their field.

Conclusion

James Blomo is a notable inventor whose work in hyperparameter tuning and model training has the potential to significantly impact the field of machine learning. His contributions at Intel Corporation and his innovative patents reflect his dedication to advancing technology.