Neural Architecture Search via Combinatorial Multi-Armed Bandit

Hanxun Huang,Xingjun Ma,Sarah M. Erfani,James Bailey

2021 International Joint Conference on Neural Networks (IJCNN)（2021）

引用 3|浏览49

暂无评分

摘要

Neural Architecture Search (NAS) has gained significant popularity as an effective tool for designing high performance deep neural networks (DNNs). NAS can be performed via reinforcement learning, evolutionary algorithms, differentiable architecture search or tree-search methods. While significant progress has been made for both reinforcement learning and differentiable architecture search, tree-s...

查看译文

关键词

Monte Carlo methods,Error analysis,Microprocessors,Neural networks,Graphics processing units,Computer architecture,Reinforcement learning

AI 理解论文

溯源树

样例

生成溯源树，研究论文发展脉络

Chat Paper

正在生成论文摘要