Nobuyuki Kubota

Title: Nobuyuki Kubota: Innovator in Machine Learning Technologies

Introduction

Nobuyuki Kubota is a prominent inventor based in Foster City, CA (US). He has made significant contributions to the field of machine learning and edge computing. With a total of three patents to his name, Kubota is recognized for his innovative approaches to technology.

Latest Patents

Kubota's latest patents include a server device, a learned model providing program, a learned model providing method, and a learned model providing system. The server device is designed to communicate with various devices through a communication network. It includes a processor, a transmitter, and storage for multiple shared models that are pre-learned based on different environments and conditions. The processor acquires device data and selects the most suitable shared model for the device. The transmitter then sends the selected model to the device. Another notable patent involves machine learning with model filtering and model mixing for edge devices in heterogeneous environments. This invention allows edge devices to analyze collected data, update local models, and communicate with other devices to enhance their performance.

Career Highlights

Nobuyuki Kubota is currently employed at Preferred Networks, Inc., where he continues to develop cutting-edge technologies. His work focuses on improving machine learning applications and enhancing the capabilities of edge devices.

Collaborations

Kubota collaborates with talented individuals such as Shohei Hido and Daisuke Okanohara. Their combined expertise contributes to the advancement of innovative solutions in the field of machine learning.

Conclusion

Nobuyuki Kubota is a key figure in the realm of machine learning, with a strong portfolio of patents that reflect his innovative spirit. His contributions are shaping the future of technology and enhancing the capabilities of devices in various environments.