Xiaofang Zhu

Title: Xiaofang Zhu - Innovator in Machine Learning Algorithms

Introduction: Xiaofang Zhu is a talented inventor based in Beijing, China. She is currently employed at Beijing Realai Technology Co., Ltd. Despite having no granted patents, her contributions to the field of machine learning are noteworthy. Xiaofang is known for her innovative approach to developing systems that enhance the efficiency of machine learning algorithms.

Latest Patent Applications: Xiaofang Zhu's latest patent application is titled "System and Method for Converting Machine Learning Algorithm, and Electronic Device." This application describes a system that includes a programmatic interface layer designed to construct a data-flow diagram of an original machine learning algorithm. It utilizes a preset data flow generation tool to facilitate this process. The application also features an operator placement and evaluation module that calculates placement costs for each operator in the data-flow diagram when executed by different participants. Additionally, a data-flow diagram dividing and scheduling module is included, which divides the data-flow diagram into multiple sub-diagrams based on placement costs and schedules each sub-diagram to a target participant for execution. Finally, a compilation and execution layer compiles the sub-diagrams into a new data-flow diagram using a greedy algorithm strategy, generating instructions for each operator to achieve a distributed privacy protection machine learning algorithm.

Conclusion: Xiaofang Zhu is an innovative inventor making strides in the field of machine learning. Her work at Beijing Realai Technology Co., Ltd. and her latest patent application demonstrate her commitment to advancing technology in this area.