This inventor holds 2 USPTO granted patents and 1 published patent application, plus 1 CIPO patent. 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: Gregory Wornell: Innovator in Selective Classification
Introduction
Gregory Wornell is a notable inventor based in Wellesley, MA (US). He has made significant contributions to the field of selective classification through his innovative patent. His work is recognized for its potential applications in various domains, particularly in improving classification systems.
Latest Patents
Wornell 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
Gregory Wornell is associated with the International Business Machines Corporation, commonly known as IBM. His role at IBM allows him to collaborate with other talented professionals in the field of technology and innovation. His work has contributed to advancing the understanding and implementation of selective classification techniques.
Collaborations
Wornell has worked alongside Yuheng Bu, a fellow innovator. Their collaboration highlights the importance of teamwork in driving innovation and developing cutting-edge solutions in technology.
Conclusion
Gregory Wornell's contributions to selective classification through his patent demonstrate his commitment to innovation in technology. His work at IBM and collaborations with other professionals further emphasize the impact of teamwork in advancing the field.