Online nonnegative CP decomposition

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Online nonnegative CP-dictionary learning for Markovian data

HanbaekLyu/OnlineCPDL 16 Sep 2020

We prove that our algorithm converges almost surely to the set of stationary points of the objective function under the hypothesis that the sequence of data tensors is generated by an underlying Markov chain.