Abstract: This paper presents three new ensembles of low density generator matrix (LDGM) codes, all of which are systematic codes. We prove that, under the maximum likelihood (ML) decoding, these ...

Semi-binary matrix factorization (semi-BMF) is a matrix decomposition model where the elements of one factor are binary. Semi-BMF can be interpreted as a generalization of k - means, and can be ...