Universal Approximations of Invariant Maps by Neural Networks

Author:

Yarotsky Dmitry

Publisher

Springer Science and Business Media LLC

Subject

Computational Mathematics,General Mathematics,Analysis

Reference49 articles.

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2. Bruna, J., Mallat, S.: Invariant scattering convolution networks. IEEE Trans. Pattern Anal. Mach. Intell. 35(8), 1872–1886 (2013)

3. Burkhardt, H., Siggelkow, S.: Invariant features in pattern recognition-fundamentals and applications. In: Nonlinear Model-Based Image/Video Processing and Analysis, pp. 269–307 (2001)

4. Cohen, N., Shashua, A.: Convolutional rectifier networks as generalized tensor decompositions. In: International Conference on Machine Learning, pp. 955–963 (2016)

5. Cohen, N., Sharir, O., Levine, Y., Tamari, R., Yakira, D., Shashua, A.: Analysis and design of convolutional networks via hierarchical tensor decompositions (2017). arXiv preprint arXiv:1705.02302

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