Zico Kolter
Email zkolter@cs.cmu.edu
Department
Machine Learning Department
Computer Science Department: Affiliated
Research Interests
Theory
Artificial Intelligence
Advisees
Victor Akinwande
Zhengyang Geng
Eungyeup Kim
Yash Savani
Andy Zou
Yixuan Xu
CSD Courses Taught
15780 - Spring, 2024
Research Statement
My group’s work focuses on machine learning very broadly. Much of our work aims at making deep learning algorithms more robust, safer, and understanding how data impacts how models function. To these ends, we have worked on methods for assessing and improving the robustness of deep learning systems, building complex “modules” (such as optimization solvers) within the loop of deep architectures, and building new types of architectures for deep networks