A Hardware-Efficient ADMM-Based SVM Training Algorithm for Edge Computing

Shuo-An Huang, Chia-Hsiang Yang

This work demonstrates a hardware-efficient support vector machine (SVM) training algorithm via the alternative direction method of multipliers (ADMM) optimizer. Low-rank approxima…