Machine learning plays a key role in many areas of science and industry. In today’s information age, vast amounts of data are being generated in many fields. How to learn and infer from data is a central question. The recent development in deep neural networks has further brought many new questions to statistical learning.

The machine learning group at Northeastern is a group of faculty and students from the Khoury College of Computer Sciences. Topics that we are interested in include computer vision, natural language processing, AI ethics, fairness in machine learning, deep learning and its theory, machine learning on graph structured data, symmetry in deep learning, and probabilistic models.