plot.higrad

<p>a fitted object of class <code>higrad</code>.</p>

<p>Produces a coefficient paths for a fitted <code>higrad</code> object.</p>

Implements the Hierarchical Incremental GRAdient Descent (HiGrad) algorithm,
a first-order algorithm for finding the minimizer of a function in online learning just like stochastic gradient descent (SGD).
In addition, this method attaches a confidence interval to assess the uncertainty of its predictions.
See Su and Zhu (2018) <arXiv:1802.04876> for details.

Yuancheng Zhu

higrad

plot.higrad: Plot a `higrad` Object

Description

Usage

Arguments