2 papers
stat.ME2021
Mesh-Based Solutions for Nonparametric Penalized Regression
Brayan Ortiz, Noah Simon
It is often of interest to estimate regression functions non-parametrically. Penalized regression (PR) is one statistically-effective, well-studied solution to this problem. Unfort…
stat.ML2021
Using Image Transformations to Learn Network Structure
Brayan Ortiz, Amitabh Sinha
Many learning tasks require observing a sequence of images and making a decision. In a transportation problem of designing and planning for shipping boxes between nodes, we show ho…