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I encountered a similar problem in the past and I could find no simple solution either. One of the terms is a Kronecker product, another is a rank-1 modification, but the rest makes the problem more difficult. I don't think there is a closed-form solution; you could try using an iterative method, dropping some terms to get a preconditioner. But if someone ...

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