Manifold Regression via Brownian MotionManifold regression via Brownian Motion (MRBM) is a Bayesian regression algorithm that applies to the regression problem where the response takes manifold-value. Specifically, it estimates the function $f:[0,1]\rightarrow M$ where $M$ can be any general compact manifold. For the justification of the algorithm and its consistency theory, please refer to the paper below.
Matlab code for Manifold Regression via Brownian Motion.
|
Last Modified Sunday April 23, 2017 The views and opinions expressed in this page are strictly those of the page author.
The contents of this page have not been reviewed or approved by the University of Minnesota.
|