This inventor holds 2 USPTO granted patents and 2 published patent applications. Top assignees: International Business Machines Corporation, Massachusetts Institute of Technology. Active years: 2026.
Company Filing History:
2 out of 166,209 
1 out of 8,573 
Years Active: 2026
Title: Yuheng Bu: Innovator in Selective Classification
Introduction
Yuheng Bu is an accomplished inventor based in Philadelphia, PA. He has made significant contributions to the field of selective classification, showcasing his expertise through innovative patent work. His dedication to advancing technology is evident in his research and development efforts.
Latest Patents
Yuheng Bu holds a patent titled "Fair selective classification via a variational mutual information upper bound for imposing sufficiency." This patent involves the computation of one or more group-specific aggregate losses, one or more group-agnostic aggregate losses, and a joint loss. Additionally, a regularizer loss is computed based on these aggregate losses. The process includes training one or more group-specific models and updating a feature extractor based on the regularizer loss, along with updating a joint classifier based on the joint loss. This innovative approach aims to enhance the fairness and efficiency of classification systems.
Career Highlights
Yuheng Bu is currently associated with International Business Machines Corporation, commonly known as IBM. His role at IBM allows him to leverage his skills and knowledge in a collaborative environment, contributing to cutting-edge technological advancements.
Collaborations
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Conclusion
Yuheng Bu's work in selective classification exemplifies his commitment to innovation and technology. His patent reflects a significant advancement in the field, and his association with IBM further enhances his impact on the industry.