Hamid Mozaffari

Title: Hamid Mozaffari: Innovator in Federated Learning

Introduction

Hamid Mozaffari is a prominent inventor based in Amherst, MA (US). He has made significant contributions to the field of machine learning, particularly in the area of federated learning. His innovative approach has garnered attention in the tech community.

Latest Patents

Hamid Mozaffari holds a patent for "Federated learning by parameter permutation." This patent involves performing parameter permutation for federated learning to train a machine learning model. The process includes client systems of a federated machine learning system updating parameters based on local training data. An intra-model shuffling technique is executed at the client systems according to a specific shuffling pattern. The encoded parameters are then sent to an aggregation server using Private Information Retrieval (PIR) queries generated according to the shuffling pattern. He has 1 patent to his name.

Career Highlights

Hamid Mozaffari is currently employed at Oracle International Corporation, where he continues to push the boundaries of technology and innovation. His work focuses on enhancing machine learning systems and improving data privacy through advanced techniques.

Collaborations

Throughout his career, Hamid has collaborated with notable professionals in the field, including Virendra J Marathe and David Dice. These collaborations have contributed to the advancement of his research and the successful implementation of his ideas.

Conclusion

Hamid Mozaffari is a key figure in the realm of federated learning, with a focus on innovative techniques that enhance machine learning models. His contributions are paving the way for future advancements in the field.