regularizer.l2: l2 Regularizer
In DPpack: Differentially Private Statistical Analysis and Machine Learning
regularizer.l2 R Documentation
l2 Regularizer
Description
This function implements the l2 regularizer in the form required by
EmpiricalRiskMinimizationDP.CMS and
EmpiricalRiskMinimizationDP.KST.
Usage
regularizer.l2(coeff)
Arguments
coeff
Vector or matrix of coefficients or weights.
Value
Regularizer value at the given coefficient vector.
Examples
coeff <- c(0.5,-1,2)
regularizer.l2(coeff)
DPpack documentation built on Oct. 20, 2024, 9:07 a.m.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
| regularizer.l2 | R Documentation |
l2 Regularizer
Description
This function implements the l2 regularizer in the form required by
EmpiricalRiskMinimizationDP.CMS and
EmpiricalRiskMinimizationDP.KST.
Usage
regularizer.l2(coeff)
Arguments
coeff |
Vector or matrix of coefficients or weights. |
Value
Regularizer value at the given coefficient vector.
Examples
coeff <- c(0.5,-1,2)
regularizer.l2(coeff)
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
Embedding an R snippet on your website
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.