Yiming Ma

Title: The Innovative Mind of Yiming Ma

Introduction

Yiming Ma, an inventor based in Menlo Park, CA, has made significant contributions to the field of data processing and machine learning. With a total of five patents to his name, Ma's work embodies the essence of innovation in technology.

Latest Patents

One of Yiming Ma's notable recent patents is titled "Compact entity identifier embeddings." This invention provides a system for processing data by applying a set of hash functions to entity identifiers, producing a series of hash values that are matched to corresponding lookup tables. The system then aggregates these intermediate vectors to create embeddings for machine learning application. Another significant patent is focused on "Data sampling for model exploration utilizing a plurality of machine learning models." This invention allows the processing of datasets for training and evaluation, generating sampled datasets that facilitate effective machine learning model training and assessment.

Career Highlights

Yiming Ma currently works at Microsoft Technology Licensing, LLC, where he leverages his expertise in machine learning and data processing technologies. His role in this leading technology company has allowed him to push the boundaries of data innovation, contributing to cutting-edge projects that enhance machine learning capabilities.

Collaborations

Throughout his career, Yiming has collaborated with esteemed colleagues such as Bee-Chung Chen and Bo Long. These partnerships have helped in driving forward innovative solutions, combining their collective knowledge to advance their research and development efforts.

Conclusion

Yiming Ma is a remarkable inventor whose work continues to influence the landscape of technology and machine learning. With his impressive portfolio of patents and collaborative spirit, he embodies the essence of innovation within the tech industry, paving the way for future advancements.