Browsing School of Mathematical Sciences by Author "Ueda, M"
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Three learning stages and accuracy-efficiency tradeoff of restricted Boltzmann machines.
Dabelow, L; Ueda, M (2022-09-17)Restricted Boltzmann Machines (RBMs) offer a versatile architecture for unsupervised machine learning that can in principle approximate any target probability distribution with arbitrary accuracy. However, the RBM model ...