Zhao Luo

Distilling Deep Neural Networks for Robust Classification with Soft Decision Trees

2018

Recent deep neural networks have achieved impressive performance in image classification. However, these networks are sensitive to the attack of adversarial examples, leading to a sharp drop in accuracy. To address this issue, this paper …

A Spark Join Algorithm Based on Memory Monitoring and Batch Processing

2018

In recent years, the Spark memory computing framework has risen rapidly, and the data processing speed has been greatly improved. However, the upper limit of speed is limited by the Spark memory size. The most …