Prof. Stefanie Jegelka

Associate Professor of Electrical Engineering and Computer Science

Primary DLC

Department of Electrical Engineering and Computer Science

MIT Room: 32-G472

Areas of Interest and Expertise

Machine Learning
Discrete Optimization
Convex Optimization
Computer Vision

Research Summary

Jegelka's research revolves around designing models and efficient algorithms for machine learning problems, in particular with discrete and combinatorial structure. This involves machine learning, optimization, discrete mathematics, algorithms...more specifically, She has worked on submodular functions in machine learning, graph problems, graphical models, kernel methods and clustering, distributed machine learning, and applications e.g. in computer vision and biology.

Recent Work