# ELM Ridge Regression Boosting

arXiv: https://arxiv.org/abs/2310.16209 · HTML: https://mlsanity.com/paper/2310.16209/

## Key facts

- No citing papers in the map yet (data through 14 Oct 2026).
- Builds on 3 of its 10 references that are in the map.
- First posted on arXiv 24 Oct 2023.

## Builds on (most cited first, 3 of 3)

- [Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms](https://mlsanity.com/paper/1708.07747/) (2017)
- [K-Means Kernel Classifier](https://mlsanity.com/paper/2012.13021/) (2020)
- [Boosting Ridge Regression for High Dimensional Data Classification](https://mlsanity.com/paper/2003.11283/) (2020)

## Abstract (arXiv)

We discuss a boosting approach for the Ridge Regression (RR) method, with applications to the Extreme Learning Machine (ELM), and we show that the proposed method significantly improves the classification performance and robustness of ELMs.