Spectral Learning on Matrices and Tensors

ISBN-13: 9781680836400 / Angielski / Miękka / 2019 / 156 str.

Majid Janzamin; Rong Ge; Jean Kossaifi

Spis treści

• 1. Introduction
• 2. Matrix Decomposition
• 3. Tensor Decomposition Algorithms
• 4. Applications of Tensor Methods
• 5. Practical Implementations
• 6. Efficiency of Tensor Decomposition
• 7. Overcomplete Tensor Decomposition
• Acknowledgements
• References