Zico Kolter

Professor, Affiliated Faculty

Website

CMU Scholars

Email

zkolter@cs.cmu.edu

Department

Machine Learning Department
Computer Science Department: Affiliated

Research Areas

Artificial Intelligence

Theory

Advisees

Victor Akinwande

Zhengyang Geng

Eungyeup Kim

Yash Savani

Yixuan Xu

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

Publications