People /
Isabella DeClue
Undergraduate, The University of Chicago
Project: Learning Manifolds From Point Clouds
Mentors: Lorenzo Orecchia, Department of Computer Science
Research Area Keywords: Machine Learning // Algorithms & Optimization // Medicine & Health
Project Description: Isabella DeClue is a sophomore at the University of Chicago majoring in statistics and minoring in computer science. This summer, she worked with Professor Lorenzo Orecchia and Ryan Robinett on a project investigating a version of the Moving Least Squares algorithm to estimate at what radii local hyperplane approximations for complex, higher dimensional manifolds are valid.