Michael Yeh

Title: Innovations of Michael Yeh

Introduction

Michael Yeh is a prominent inventor based in Palo Alto, California. He has made significant contributions to the field of technology, particularly in the area of knowledge graph neural networks and time series analysis. With a total of 14 patents to his name, Yeh's work continues to influence advancements in artificial intelligence and data processing.

Latest Patents

One of Yeh's latest patents is titled "System, method, and computer program product for saving memory during training of knowledge graph neural networks." This invention provides methods for optimizing memory usage during the training of knowledge graph neural networks. The process involves receiving a training dataset, generating knowledge graph embeddings, quantizing these embeddings, and storing them efficiently in memory.

Another notable patent is "Error-bounded approximate time series join using compact dictionary representation of time series." This method focuses on determining and processing time series data to identify anomalies. It includes forming matrix profiles and utilizing subsequences to enhance the accuracy of time series analysis.

Career Highlights

Michael Yeh is currently employed at Visa International Service Association, where he applies his expertise in technology and innovation. His work at Visa has allowed him to collaborate on various projects that leverage his patented technologies to improve financial services and data management.

Collaborations

Yeh has worked alongside talented colleagues such as Wei Zhang and Yan Zheng. Their collaborative efforts have contributed to the development of innovative solutions in their respective fields.

Conclusion

Michael Yeh's contributions to technology through his patents and work at Visa International Service Association highlight his role as a leading inventor in the industry. His innovative approaches to knowledge graph neural networks and time series analysis continue to pave the way for future advancements.