Foundational Research

Current Research Projects

Emerging Directions in Robust Learning and Inference
4/26/22
The goal in this project is to explore new ways to design learning and inference methods that are robust to distributional uncertainty and data corruption.
High-Dimensional Data and Dynamical Systems (HD3S)
4/26/22
We are developing new methodologies and theories, and collaboriting with domain experts to address real-world applications.
Improving Service Allocation in Sociotechnical Systems
4/26/22
This project will develop an algorithm to assist foster care caseworkers in identifying youth in need of services before crises occur, and to allocate those services in a fair and just way.