Alternating optimization of (high-dimensional) functions is an
iterative procedure for minimizing (or maximizing) jointly over all
parameters by alternately optimizing for parameter subsets. For a reference,
see Bezdek and Hathaway (2002) "Some Notes on Alternating Optimization"