Factorization
Factorization
3 Tensor Factorization
Published:
Category: { Machine Learning }
Tags:
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:
Category: { Machine Learning }
Tags:
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