Heuristics for Exact Nonnegative Matrix Factorization
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Note: In : Journal of Global Optimization, 65(2) 2016, p. 369-400
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Other versions of this item:
- Gillis, Nicolas & Glineur, François & Tuyttens, Daniel & Vandaele, Arnaud, 2015. "Heuristics for exact nonnegative matrix factorization," LIDAM Discussion Papers CORE 2015006, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
References listed on IDEAS
- João Gouveia & Pablo A. Parrilo & Rekha R. Thomas, 2013. "Lifts of Convex Sets and Cone Factorizations," Mathematics of Operations Research, INFORMS, vol. 38(2), pages 248-264, May.
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"On the geometric interpretation of the nonnegative rank,"
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- GILLIS, Nicolas & GLINEUR, François, 2012. "On the geometric interpretation of the nonnegative rank," LIDAM Reprints CORE 2439, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- Andreas Janecek & Ying Tan, 2011. "Swarm Intelligence for Non-Negative Matrix Factorization," International Journal of Swarm Intelligence Research (IJSIR), IGI Global, vol. 2(4), pages 12-34, October.
- Jingu Kim & Yunlong He & Haesun Park, 2014. "Algorithms for nonnegative matrix and tensor factorizations: a unified view based on block coordinate descent framework," Journal of Global Optimization, Springer, vol. 58(2), pages 285-319, February.
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- Pirlot, Marc, 1996. "General local search methods," European Journal of Operational Research, Elsevier, vol. 92(3), pages 493-511, August.
- Norikazu Takahashi & Ryota Hibi, 2014. "Global convergence of modified multiplicative updates for nonnegative matrix factorization," Computational Optimization and Applications, Springer, vol. 57(2), pages 417-440, March.
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- GILLIS, Nicolas & GLINEUR, François, 2009.
"Using underapproximations for sparse nonnegative matrix factorization,"
LIDAM Discussion Papers CORE
2009006, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- GILLIS, Nicolas & Glineur, François, 2010. "Using underapproximations for sparse nonnegative matrix factorization," LIDAM Reprints CORE 2187, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- Aharon Ben-Tal & Arkadi Nemirovski, 2001. "On Polyhedral Approximations of the Second-Order Cone," Mathematics of Operations Research, INFORMS, vol. 26(2), pages 193-205, May.
Citations
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- Veit Elser, 2017. "Matrix product constraints by projection methods," Journal of Global Optimization, Springer, vol. 68(2), pages 329-355, June.
- Yukihiro Nishimura & Pierre Pestieau, 2016.
"Efficient taxation with differential risks of dependence and mortality,"
Economics Bulletin, AccessEcon, vol. 36(1), pages 52-57.
- Nishimura, Y. & Pestieau, P., 2015. "Efficient taxation with differential risks of dependence and mortality," LIDAM Discussion Papers CORE 2015018, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- PESTIEAU, Pierre & NISHIMURA, Yukihiro, 2016. "Efficient Taxation with Differential Risks of Dependence and Mortality," LIDAM Reprints CORE 2749, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- Melisew Tefera Belachew & Nicolas Gillis, 2017. "Solving the Maximum Clique Problem with Symmetric Rank-One Non-negative Matrix Approximation," Journal of Optimization Theory and Applications, Springer, vol. 173(1), pages 279-296, April.
- Arnaud Vandaele & François Glineur & Nicolas Gillis, 2018. "Algorithms for positive semidefinite factorization," Computational Optimization and Applications, Springer, vol. 71(1), pages 193-219, September.
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