Company Filing History:
Years Active: 2022
Title: Cho Ho Lam: Innovator in Deep Neural Network Interpretation
Introduction
Cho Ho Lam is a prominent inventor based in Coquitlam, Canada. He has made significant contributions to the field of artificial intelligence, particularly in the interpretation of deep neural networks. His innovative work focuses on making complex neural network behaviors more understandable and accessible.
Latest Patents
Cho Ho Lam holds a patent for "Methods, systems, and media for deep neural network interpretation via rule extraction." This patent outlines a method for interpreting deep neural networks by extracting rules that approximate the classification behavior of the network. The approach involves identifying hyperplanes that define a convex polytope, effectively separating target classes from other input samples. The rules generated provide human-understandable representations, which can be utilized to create classifiers that exhibit faithfulness, robustness, and comprehensiveness compared to existing methods. He has 1 patent to his name.
Career Highlights
Cho Ho Lam is currently employed at Huawei Cloud Computing Technologies Co., Ltd., where he continues to advance his research in artificial intelligence and machine learning. His work is instrumental in bridging the gap between complex algorithms and their practical applications.
Collaborations
Throughout his career, Cho has collaborated with notable colleagues, including Lingyang Chu and Yong Zhang. Their combined expertise contributes to the innovative projects at Huawei and enhances the development of cutting-edge technologies.
Conclusion
Cho Ho Lam's contributions to deep neural network interpretation represent a significant advancement in the field of artificial intelligence. His work not only enhances the understanding of neural networks but also paves the way for more robust and interpretable AI systems.