This inventor holds 2 USPTO granted patents and 1 EPO patent. Top assignee: Google Inc.. Active years: 2026.
Company Filing History:
Years Active: 2026
Title: Innovations of Garrett Axel Andersen
Introduction
Garrett Axel Andersen is an accomplished inventor based in Austin, TX (US). He has made significant contributions to the field of machine learning, particularly in the area of neural architecture search. His innovative work has led to the development of a unique patent that enhances the efficiency of machine learning accelerators.
Latest Patents
Garrett holds a patent titled "Hybrid and hierarchical multi-trial and OneShot neural architecture search on datacenter machine learning accelerators." This patent describes a hybrid and hierarchical neural architecture search (NAS) approach. According to various implementations, the approach includes performing a search space partitioning scheme to divide the search space into sub-search spaces. It further involves executing a first type of NAS, such as a Multi-trial NAS, to cover a search across the sub-search spaces. Additionally, the approach incorporates a second type of NAS, such as a One-Shot NAS, to cover each sub-search space. The method also includes automatically stopping the second type of NAS based on one or more early stopping criteria. Garrett has 1 patent to his name.
Career Highlights
Garrett is currently employed at Google Inc., where he continues to push the boundaries of technology and innovation. His work at Google has allowed him to collaborate with some of the brightest minds in the industry, contributing to advancements in machine learning and artificial intelligence.
Collaborations
One of his notable coworkers is Norman Paul Jouppi, with whom he has likely shared insights and expertise in their respective fields. Their collaboration exemplifies the spirit of innovation and teamwork that drives progress in technology.
Conclusion
Garrett Axel Andersen's contributions to neural architecture search represent a significant advancement in machine learning technology. His innovative patent and work at Google Inc. highlight his role as a leading inventor in the field.