This inventor holds 1 USPTO granted patent and 1 published patent application. Top assignee: Samsung Sds. Active years: 2026.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile
Company Filing History:
Years Active: 2026
Title: Han Kyu Moon: Inventor in Performance Evaluation
Introduction
Han Kyu Moon is an inventor based in Seoul, South Korea. His patent work concerns evaluating the performance of machine-learning models, including models adapted to unlabeled data.
Latest Patents
Moon is associated with 1 patent, titled “Method for Evaluating Performance and System Thereof.” The disclosed method obtains a first model trained on labeled data and a second model produced through unsupervised domain adaptation of the first model. It then uses the second model to generate pseudo labels for an unlabeled evaluation dataset and evaluates the first model’s performance using those labels.
Career Highlights
Moon works at Samsung SDS. His patent describes an approach to model evaluation that uses pseudo labels, offering a way to assess performance when the evaluation dataset does not have labels.
Collaborations
Moon’s listed coworkers include Joon Ho Lee and Jae Oh Woo.
Conclusion
Han Kyu Moon’s patent focuses on evaluating machine-learning performance with pseudo labels generated through unsupervised domain adaptation.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile