<p>My linear algebra is wrong.  X.col(i) = W * H.col(i), but it is not true that d(X.col(i), X.col(j)) = d(H.col(i), H.col(j)) unless we make some assumptions about W, which we can't do.  Oops.  Self-assigning until I figure out how this can be done.</p>

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