David Bau — SPARQNOW

At-a-Glance

Assistant Professor in Machine Learning at Northeastern University
Creator of GAN Paint, Network Dissection, and the ROME method for editing knowledge inside GPT
Co-author of the textbook "Numerical Linear Algebra"
Completed his PhD dissertation on "Dissection of Deep Networks" at MIT
Developed products at Google, including Google Image Search and Google Talk
Published first-author peer-reviewed research in PNAS, CVPR, SIGGRAPH, ECCV, ICLR, ICCV, and ACM Communications

Biography

David Bau serves as an Assistant Professor in Machine Learning at Northeastern University. His laboratory focuses on understanding the emergent internal mechanisms of deep networks, aiming to characterize the structure of learned computation. This research forms a foundation for advancements in computer science, with his lab publishing fundamental work in Machine Learning, Computer Vision, and Natural Language Processing.