# Factorization

## Factorization

^{3} Tensor Factorization

Published: 2019-06-17

Category: { Machine Learning }

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References:
- Anandkumar, A., Ge, R., Hsu, D., Kakade, S. M., & Telgarsky, M. (2012). Tensor decompositions for learning latent variable models. Journal of Machine Learning Research, 15(1), 2773–2832.
- Tensor Methods in Machine Learning
- Penrose graphical notation
- What is the practical difference between abstract index notation and “ordinary” index notation
- Tensor Decomposition: Fast CNN in your pocket

Summary: A generalization of matrix factorization

Pages: 3

^{2} NMF: Nonnegative Matrix Factorizatioin

Published: 2019-06-13

Category: { Machine Learning }

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References:
- Gillis, N. (2014). The Why and How of Nonnegative Matrix Factorization.
- Spherical Harmonics
- The why and how of nonnegative matrix factorization

Summary: Nonnegative Matrix Factorizatioin has a bright future

Pages: 3