This inventor holds 1 USPTO granted patent and 1 published patent application. Top assignee: Sambanova Systems, Inc.. Active years: 2026.
Company Filing History:
Years Active: 2026
Title: Innovations of Fansheng Cheng in Machine Learning
Introduction
Fansheng Cheng is a notable inventor based in Palo Alto, California. He has made significant contributions to the field of machine learning, particularly through his innovative patent. His work focuses on enhancing the efficiency of model computations in computing systems.
Latest Patents
Fansheng Cheng holds a patent titled "Overlapping Gradient Synchronization in Machine Learning." This patent describes a method where an orchestrator of a computing system determines the availability of results from machine learning model computations. The orchestrator dispatches workers to compute gradients of these results. It further orchestrates the computation of synchronized gradients by utilizing multiple gradient workers concurrently with training workers. This innovative approach aims to improve the efficiency and speed of machine learning processes.
Career Highlights
Fansheng Cheng is currently employed at Sambanova Systems, Inc., where he continues to develop cutting-edge technologies in machine learning. His expertise and innovative mindset have positioned him as a valuable asset in the tech industry.
Collaborations
Throughout his career, Fansheng has collaborated with talented individuals such as Greg Dykema and Kuan Zhou. These collaborations have fostered an environment of innovation and creativity, leading to advancements in their respective fields.
Conclusion
Fansheng Cheng's contributions to machine learning through his patent and work at Sambanova Systems, Inc. highlight his role as a leading inventor in the technology sector. His innovative methods are paving the way for more efficient computing systems.