A Julia package implementing the randomized element-wise matrix sparsification algorithm from Kundu and Drineas (2014).
The main function sparsify(A; r) sparsifies a matrix A by sampling r elements according to a probability distribution based on the matrix's Frobenius and 1-norms.
See CITATION.bib for the relevant reference(s).