On the expressive power of deep learning: A tensor analysis

Keyphrases

• Deep Learning 100%
• Expressive Power 100%
• Deep Learning Architectures 100%
• Tensor Analysis 100%
• Deep Network 66%
• Shallow Network 66%
• Learning Communities 33%
• Matrix Algebra 33%
• Measurement Matrix 33%
• Convolutional Networks 33%
• Arithmetic Circuits 33%
• Hypothesis Space 33%
• Empirical Performance 33%
• Negligible Set 33%
• Architecture-centric 33%
• Tensor Factorization 33%
• Log-space 33%
• Measure Theory 33%
• Rank-1 Decomposition 33%
• Hierarchical Tensor 33%
• Hierarchical Tucker Decomposition 33%
• Cp-rank 33%
• Deep Hierarchical Network 33%

Mathematics

• Expressive Power 100%
• Tensor Analysis 100%
• Deep Learning Method 100%
• Polynomial 25%
• Tensor 25%
• Factorization 25%
• Hypothesis Space 25%
• Negligible Set 25%
• Matrix Algebra 25%
• Measure Theory 25%

Computer Science

• Expressive Power 100%
• Tensor Analysis 100%
• Deep Learning Method 100%
• Learning Community 25%
• Network Architecture 25%
• Convolutional Network 25%
• Arithmetic Circuit 25%
• Hypothesis Space 25%
• Supporting Evidence 25%