This inventor holds 1 USPTO granted patent and 1 published patent application. Top assignees: International Business Machines Corporation, Rensselaer Polytechnic Institute. Active years: 2026.
Company Filing History:
1 out of 166,209 
1 out of 644 
Years Active: 2026
Title: Momin Abbas: Innovator in Machine Learning
Introduction
Momin Abbas is a notable inventor based in New York, NY (US). He has made significant contributions to the field of machine learning, particularly in the area of federated learning. His innovative approach addresses challenges in creating resilient machine learning models.
Latest Patents
Momin Abbas holds a patent for "Byzantine-resilient bilevel federated learning." This invention involves generating an intermediate global lower-level machine learning model by executing federated learning model training using data from a specific set of non-Byzantine client computers. The process continues with the creation of a global lower-level machine learning model and an intermediate global upper-level machine learning model, ultimately leading to a global upper-level machine learning model. This innovative method enhances the reliability and efficiency of machine learning systems.
Career Highlights
Throughout his career, Momin Abbas has worked with prestigious organizations such as IBM and Rensselaer Polytechnic Institute. His experience in these institutions has allowed him to refine his skills and contribute to groundbreaking research in machine learning.
Collaborations
Momin has collaborated with Yi Zhou, a fellow innovator in the field. Their partnership has fostered advancements in machine learning technologies.
Conclusion
Momin Abbas is a distinguished inventor whose work in federated learning is paving the way for more resilient machine learning models. His contributions are significant in the ongoing evolution of technology in this field.