Company Filing History:
Years Active: 2022
Title: Abrar Abdullah Rahman: Innovator in Machine Learning Technologies
Introduction
Abrar Abdullah Rahman is a notable inventor based in Bellerose, NY (US). He has made significant contributions to the field of machine learning, particularly through his innovative patent. His work focuses on enhancing the capabilities of machine learning systems, making them more efficient and scalable.
Latest Patents
Abrar holds a patent titled "Generative memory for lifelong machine learning." This patent discloses techniques for training machine learning systems. An input device receives training data comprising pairs of training inputs and training labels. A generative memory assigns training inputs to each archetype task of a plurality of archetype tasks, each archetype task representative of a cluster of related tasks within a task space and assigns a skill to each archetype task. The generative memory generates, from each archetype task, auxiliary data comprising pairs of auxiliary inputs and auxiliary labels. A machine learning system trains a machine learning model to apply a skill assigned to an archetype task to training and auxiliary inputs assigned to the archetype task to obtain output labels corresponding to the training and auxiliary labels associated with the training and auxiliary inputs assigned to the archetype task to enable scalable learning to obtain labels for new tasks for which the machine learning model has not previously been trained. Abrar has 1 patent to his name.
Career Highlights
Abrar is currently employed at SRI International, where he continues to develop innovative solutions in machine learning. His work at SRI International has positioned him as a key player in advancing technology in this field.
Collaborations
Abrar collaborates with talented individuals such as Aswin Nadamuni Raghavan and Jesse Hostetler, contributing to a dynamic and innovative work environment.
Conclusion
Abrar Abdullah Rahman is a pioneering inventor whose work in machine learning is shaping the future of technology. His contributions through his patent and collaborations highlight his commitment to innovation in this rapidly evolving field.