Awareness Learning for Balancing Performance and Diversity in Neural Network Ensembles

Author:

Liu Yong

Publisher

Springer International Publishing

Reference12 articles.

1. Hinton, G.E., Vinyals, O., Dean, J.: Dark knowledge. Invited talk at the BayLearn Bay Area Machine Learning Symposium (2014)

2. Bengio, Y., Courville, A., Vincent, P.: Representation learning: a review and new perspectives. IEEE Trans. Pattern Anal. Mach. Intell. (PAMI) 35(8), 1798–1828 (2013)

3. Chilimbi, T., Suzue, Y., Apacible, J., Kalyanaraman, K.: Project adam: building an efficient and scalable deep learning training system. In: 11th USENIX Symposium on Operating Systems Design and Implementation (2014)

4. Cohen, N., Sharir, O., Shashua, A.: On the expressive power of deep learning: a tensor analysis. arXiv:1509.05009 (2015)

5. Liu, Y., Yao, X.: Simultaneous training of negatively correlated neural networks in an ensemble. IEEE Trans. Syst. Man Cybern. Part B: Cybern. 29(6), 716–725 (1999)

Cited by 1 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Learning Target Selection in Creating Negatively Correlated Neural Networks;Communications in Computer and Information Science;2020

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