estimate_EHUM

An estimator of Hyper Volume Under Manifolds

A non convex optimization package that optimizes any function under the criterion, combination of variables are on the surface of a unit sphere, as described in the paper : Das et al. (2019) <arXiv:1909.04024> .

Debsurya De

SCOR

Spherically Constrained Optimization Routine

Priyam Das

estimate_EHUM function

<dl><dt>beta</dt>
<dd>The parameter we measure EHUM based on.</dd>
<dt>labels</dt>
<dd>The labels of the Columns of the data matrix.</dd>
<dt>x_mat</dt>
<dd>The Data Matrix</dd></dl>

Arguments

Empirical Hyper Volume Under Manifolds — estimate_EHUM

<dl>

<dt>beta</dt>
<dd>The parameter we measure EHUM based on.</dd>


<dt>labels</dt>
<dd>The labels of the Columns of the data matrix.</dd>


<dt>x_mat</dt>
<dd>The Data Matrix</dd>

</dl>

estimate_EHUM: Empirical Hyper Volume Under Manifolds

Description

Usage

Value

Arguments

Examples