RMoE-package: RMoE: LASSO Regularized Mixture of Experts Models

In fchamroukhi/HDME: LASSO Regularized Mixture of Experts Models

Description

RMoE is a package containing regularized Mixture of Experts models using the Lasso penalty.

RMoE contains the following Regularized Mixture-of-Experts models:

• GaussianRMoE: Gaussian Regularixed Mixture of Experts;

• LogisticRMoE: Logistic Regularixed Mixture of Experts;

• PoissonRMoE: Poisson Regularixed Mixture of Experts.

To learn more about RMoE, start with the vignettes: browseVignettes(package = "RMoE")

Author(s)

Maintainer: Bao-Tuyen Huynh [e-mail]

Authors:

• Faicel Chamroukhi [e-mail] (0000-0002-5894-3103)

References

Huynh B. T., Chamroukhi F. 2019. Estimation and Feature Selection in Mixtures of Generalized Linear Experts Models. https://arxiv.org/abs/1907.06994.

See Also

Useful links:

• https://github.com/fchamroukhi/HDME

• Report bugs at https://github.com/fchamroukhi/HDME/issues

fchamroukhi/HDME documentation built on Nov. 4, 2019, 12:37 p.m.