Anirban Das

Title: Anirban Das: Innovator in Federated Learning

Introduction

Anirban Das is a prominent inventor based in Albany, NY (US). He has made significant contributions to the field of federated learning, particularly with his innovative approach to compressed embeddings. His work is instrumental in advancing machine learning technologies.

Latest Patents

Anirban Das holds a patent for "Vertical federated learning with compressed embeddings." This patent outlines a method for obtaining initial compressed embeddings from a plurality of client computing devices within a federated learning system. The process involves clustering to compress the output of initial local models for a current minibatch, along with the corresponding initial cluster labels. The invention further details how to recreate an overall embedding based on these initial embeddings and labels, facilitating improved local training and model updates.

Career Highlights

Anirban Das is currently employed at International Business Machines Corporation (IBM). His role at IBM allows him to work on cutting-edge technologies and contribute to the development of innovative solutions in the field of artificial intelligence and machine learning.

Collaborations

Some of Anirban's notable coworkers include Timothy John Castiglia and Stacy Elizabeth Patterson. Their collaboration fosters a dynamic environment for innovation and research within their projects.

Conclusion

Anirban Das is a key figure in the realm of federated learning, with a focus on enhancing machine learning through his patented innovations. His contributions continue to shape the future of technology in significant ways.