Just wondering if alternating minimization could be performed in mini-batches (just like we have gradient descent and its mini-batch version).

Although I am perfectly fine with the full batch version of alternating minimization similar to the one provided in the pseudocode (see attachment), yet mini-batches excite me for some unexplainable reasons. Pseudo code for alternating minimization

Any insights on this would be highly appreciated. Google search talks about online alternating minimizations but not specifically about mini-batches.


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