Jinseo Jeong

Title: Jinseo Jeong: Innovator in Neural Network Learning

Introduction

Jinseo Jeong is a prominent inventor based in Seoul, South Korea. He has made significant contributions to the field of neural networks, particularly through his innovative patent that addresses reservoir management for online learning. His work is pivotal in enhancing the efficiency of neural network training processes.

Latest Patents

Jinseo Jeong holds a patent titled "Method and device with reservoir management for neural network online learning." This patent outlines a reservoir management method that includes determining whether to add input data to a reservoir based on a sampling probability. When the reservoir is filled, the method involves selecting candidate data to be removed based on target and current label distributions, followed by training a neural network model using the remaining sample data. This innovative approach is crucial for optimizing neural network performance.

Career Highlights

Throughout his career, Jinseo Jeong has worked with notable companies, including Samsung Electronics Co., Ltd. and Snur & Db Foundation. His experience in these organizations has allowed him to refine his skills and contribute to cutting-edge technology in the field of artificial intelligence.

Collaborations

Jinseo Jeong has collaborated with talented individuals such as Seonmin Rhee and Chris Dongjoo Kim. These partnerships have fostered a creative environment that encourages innovation and the development of advanced technologies.

Conclusion

Jinseo Jeong's contributions to neural network learning through his patent and professional experiences highlight his role as an influential inventor in the technology sector. His work continues to inspire advancements in artificial intelligence and machine learning.