Neural Architecture Search via Combinatorial Multi-Armed Bandit
2021 International Joint Conference on Neural Networks (IJCNN)(2021)
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...
更多查看译文
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