PhD Preliminary Examination of Christina Cole
Engineering E-206Advisor: Dr. Michael Kirby Co-Advisor:Dr. Margaret Cheney Committee: Dr. Chris Peterson, Dr Nathaniel Blanchard Title: The Geometry and Topology of Learning Abstract: The /manifold hypothesis/ refers to the conjecture that high-dimensional data have low intrinsic dimension, meaning they can be expressed (without loss of information) with fewer parameters than the number of basis vectors that […]