Search Results for author: Juanping Zhu

Found 2 papers, 0 papers with code

Can Global Optimization Strategy Outperform Myopic Strategy for Bayesian Parameter Estimation?

no code implementations1 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).

Interpreting Basis Path Set in Neural Networks

no code implementations18 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.

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