# A Performance Improvement Approach for Second-Order Optimization in Large Mini-batch Training

Canonical HTML: https://hiroki11x.github.io/publications/second-order-optimization-in-large-mini-batch-training/

- Authors: Hiroki Naganuma, Rio Yokota
- Venue: 2nd High Performance Machine Learning Workshop (HPML 2019)
- Date: 2019-05
- Research areas: [Scalable Pretraining and Distributed Learning](https://hiroki11x.github.io/research/#scalable-pretraining) · [Optimization for Machine Learning](https://hiroki11x.github.io/research/#optimization)

## Abstract

See the original research record for the abstract.

## Primary research links

- [IEEE Xplore](https://ieeexplore.ieee.org/document/8752867)
- [Slides](https://hpml2019.github.io/)