Company Filing History:
Years Active: 2021-2025
Title: The Innovative Contributions of Ben Hsu
Introduction
Ben Hsu is a prominent inventor based in San Francisco, CA. He has made significant contributions to the field of technology, particularly in the area of model training and hyperparameter tuning. With a total of 6 patents to his name, Hsu continues to push the boundaries of innovation.
Latest Patents
Hsu's latest patents include groundbreaking systems and methods for tuning hyperparameters of a model. One of his notable inventions is a system that implements a hyperparameter tuning service. This service tunes hyperparameters by receiving a tuning request via an API, which includes parameters for generating tuned hyperparameter values and model training control parameters. The system monitors the training run and computes advanced training curtailment instructions based on collected training run data.
Another significant patent focuses on accelerated tuning of hyperparameters using a machine learning-based tuning service. This system receives a multi-task tuning work request that includes both full and partial tuning tasks. By executing these tasks, the system generates proposed values for hyperparameters and sets the partial tuning task as a proxy for the full tuning task, thereby accelerating the tuning process.
Career Highlights
Ben Hsu is currently employed at Intel Corporation, where he applies his expertise in model training and hyperparameter tuning. His work at Intel has positioned him as a key player in advancing the company's technological capabilities.
Collaborations
Hsu collaborates with talented individuals such as Michael McCourt and Patrick Hayes. Together, they contribute to innovative projects that enhance the efficiency and effectiveness of model training processes.
Conclusion
Ben Hsu's contributions to the field of technology through his patents and work at Intel Corporation highlight his role as an influential inventor. His innovative systems for hyperparameter tuning are paving the way for advancements in machine learning and model training.