Seminar in Geometric Methods for High-Dimensional Data DATE: 2/3/2005 TIME: 3:15 pm in Weber 117 SPEAKER: Michael Kirby (CSU Mathematics) TITLE: Whitney's Theorem for Data Reduction: From theory to algorithms ABSTRACT: Whitney's (easy) embedding theorem states that manifolds of dimension m can be embedded in a Euclidean space of dimension 2m+1. The proof of this theorem is constructive suggesting an algorithm for data reduction where the data is sampled from a manifold. In this talk we present several ideas for implementing Whitney's theorem on real data. This is joint work with Dave Broomhead, Department of Mathematics, University of Manchester, UK.