catcube: computing a link function for Catoni-type surrogate loss
This small repository is meant to complement the following paper written on margin-based learning algorithms that seek to optimize novel parameters of the margin distribution.
The paper: Classification using margin pursuit. Matthew J. Holland. AISTATS 2019.
The demo: a Jupyter notebook demonstration is also available.
Author and maintainer:
Matthew J. Holland (Osaka University, ISIR)