Company Filing History:
Years Active: 2025
Title: Kwei-Herng Lai: Innovator in Anomaly Detection Technology
Introduction
Kwei-Herng Lai is a notable inventor based in Houston, TX. He has made significant contributions to the field of anomaly detection through his innovative patent. His work focuses on enhancing supervised anomaly detection methods, which are crucial in various applications.
Latest Patents
Kwei-Herng Lai holds a patent titled "Method, system, and computer program product for synthetic oversampling for boosting supervised anomaly detection." This patent outlines methods, systems, and computer program products that formulate an iterative data mix-up problem into a Markov decision process (MDP). The tailored reward signal guides the learning process effectively. To solve the MDP, a deep deterministic actor-critic framework is modified to adapt a discrete-continuous decision space for training a data augmentation policy. This innovative approach has the potential to significantly improve the accuracy of anomaly detection systems.
Career Highlights
Kwei-Herng Lai is currently employed at Visa International Service Association, where he applies his expertise in technology and innovation. His work at Visa allows him to contribute to advancements in financial technology and data analysis.
Collaborations
Kwei-Herng Lai collaborates with talented individuals such as Lan Wang and Huiyuan Chen. Their combined efforts in research and development foster a creative environment that leads to groundbreaking innovations.
Conclusion
Kwei-Herng Lai is a distinguished inventor whose work in anomaly detection technology is paving the way for future advancements in the field. His innovative patent and contributions to Visa International Service Association highlight his commitment to enhancing technology and improving data analysis methods.