Matthew Staib

Graduate Student

Room

32-G480

Research Areas

Projects

Project

Robust Optimization in Machine Learning and Data Mining

Many optimization problems in machine learning rely on noisy, estimated parameters. Neglecting this uncertainty can lead to great fluctuations in performance. We are developing algorithms for these already nonconvex problems that are robust to such errors.

Groups