A Non-Negative Matrix Factorization Game
A Non-Negative Matrix Factorization Game
We present a novel game-theoretic formulation of Non-Negative Matrix Factorization (NNMF), a popular data-analysis method with many scientific and engineering applications. The game-theoretic formulation is shown to have favorable scaling and parallelization properties, while retaining reconstruction and convergence performance comparable to the traditional Multiplicative Updates algorithm.
Satpreet H. Singh
计算技术、计算机技术
Satpreet H. Singh.A Non-Negative Matrix Factorization Game[EB/OL].(2021-04-11)[2025-05-01].https://arxiv.org/abs/2104.05069.点此复制
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