no code implementations • 1 Jul 2020 • Juanping Zhu, Hairong Gu
The finding is that the added horizon in global strategies has negligible contributions to the improvement of optimal global utility other than the most immediate next steps (of myopic strategy).
no code implementations • 18 Oct 2019 • Juanping Zhu, Qi Meng, Wei Chen, Zhi-Ming Ma
Based on basis path set, G-SGD algorithm significantly outperforms conventional SGD algorithm in optimizing neural networks.