Behrooz Kamary Aliabadi
2 papers 11 citations h-index 1 2012
Learning sparse messages in networks of neural cliques
An extension to a recently introduced binary neural network is proposed in order to allow the learning of sparse messages, in large numbers and with high memory efficiency. This new network is...
Tight Sufficient Conditions on Exact Sparsity Pattern Recovery
A noisy underdetermined system of linear equations is considered in which a sparse vector (a vector with a few nonzero elements) is subject to measurement. The measurement matrix elements are...