Cost-efficient Gaussian tensor network embeddings for tensor-structured inputs

Keyphrases

• Network Embedding 100%
• Structured Input 100%
• Tensor Networks 100%
• Computational Cost 28%
• Network Structure 28%
• Tensor Decomposition 28%
• Existing Algorithms 14%
• Linear Dependence 14%
• Dimensionality Reduction 14%
• Random Matrices 14%
• Specific Structure 14%
• Optimization Algorithm 14%
• Tensor Contraction 14%
• Khatri-Rao Product 14%
• Gaussian Random 14%
• Kernel Regression 14%
• Multiple Regimes 14%
• Kronecker Product 14%
• Random Tensors 14%
• Sketching Algorithms 14%
• Matrix multiplication Algorithm 14%
• Dense Matrix multiplication 14%
• Tensor Train 14%
• Tensor Kernel 14%
• CP Decomposition 14%
• Decomposition Optimization 14%

Mathematics

• Gaussian Distribution 100%
• Tensor 100%
• Asymptotics 25%
• Computational Cost 16%
• Tensor Decomposition 16%
• Optimality 8%
• Matrix (Mathematics) 8%
• Linear Dependence 8%
• Sufficient Condition 8%
• Input Data 8%
• Rounding 8%
• Random Matrix 8%
• Dimensionality Reduction 8%
• Matrix Multiplication 8%
• Kronecker Product 8%

Computer Science

• Tensor Network 100%
• Computational Cost 28%
• Network Structures 28%
• Sufficient Condition 14%
• Optimization Algorithm 14%
• Dimensionality Reduction 14%
• Matrix Multiplication 14%
• Kronecker Product 14%
• Input Dimension 14%
• Linear Dependence 14%