Thanks a lot! This is really helpful. I was thinking of adding some sort of sparsity to A and some structure but I am not fully sure. I am trying to implement the problem in https://arxiv.org/pdf/1311.7261.pdf. So in this paper, they estimate C. What you are saying makes sense, there should be a lot of structure in the model.