Nathan Srebro

Nathan Srebro is a Professor at the Toyota Technological Institute at Chicago (TTIC) and a Part-Time Professor at the University of Chicago, affiliated with the Department of Computer Science and the Committee on Computational and Applied Mathematics. Previously, he was a postdoctoral fellow at the University of Toronto and a visiting scientist at IBM Research.

His research explores the intersection of statistical and computational aspects of machine learning, with core theoretical work in:

• Statistical learning theory
• Probabilistic modeling
• Optimization algorithms

Applied domains include:

• Computational biology
• Text analysis
• Collaborative filtering systems