Sparse Non-Negative Recovery from Biased Subgaussian Measurements using NNLS

Yonatan Shadmi, Peter Jung, Giuseppe Caire

We investigate non-negative least squares (NNLS) for the recovery of sparse non-negative vectors from noisy linear and biased measurements. We build upon recent results from [1] sh…