Online Updating the Generalized Inverse of Centered Matrices

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Abstract

In this paper, we present the exact online updating formulae for the generalized inverse of centered matrices. The computational cost is O(mn) for matrices of size m × n. Experimental results validate the proposed method's accuracy and efficiency.

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Wang, Q., & Zhang, L. (2011). Online Updating the Generalized Inverse of Centered Matrices. In Proceedings of the 25th AAAI Conference on Artificial Intelligence, AAAI 2011 (pp. 1826–1827). AAAI Press. https://doi.org/10.1609/aaai.v25i1.8027

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