2 papers
stat.ML2018
Structural Risk Minimization for Regression
Adam Gustafson, Matthew Hirn, Kitty Mohammed +2
One means of fitting functions to high-dimensional data is by providing smoothness constraints. Recently, the following smooth function approximation problem was proposed: given a…
stat.ML2018
John's Walk
Adam Gustafson, Hariharan Narayanan
We present an affine-invariant random walk for drawing uniform random samples from a convex body that uses maximum volume inscribed ellipsoids, k…