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