Use for MS thesis on compressed randomized NMF
- Jingu Kim, Yunlong He, and Haesun Park. Algorithms for Nonnegative Matrix and Tensor Factorizations: A Unified View Based on Block Coordinate Descent Framework. Journal of Global Optimization, 58(2), pp. 285-319, 2014. pdf
- Jingu Kim and Haesun Park. Fast Nonnegative Matrix Factorization: An Active-set-like Method And Comparisons. SIAM Journal on Scientific Computing (SISC), 33(6), pp. 3261-3281, 2011. pdf