Abstract: Sparse samples that maximize the detection of known deterministic signals in autoregressive Gaussian noise of order 1 can be precisely determined using dynamic programming. This study ...

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Abstract: When applying nonnegative matrix factorization (NMF), the rank parameter is generally unknown. This rank, called the nonnegative rank, is usually estimated heuristically since computing its ...