# NOT RUN {
set.seed(528491)
n <- 50
m <- 40
k <- 3
A <- rsparsematrix(n, m, 0.1)
U <- Matrix(rnorm(n * k), nrow = n, ncol = k)
V <- Matrix(rnorm(m * k), nrow = m, ncol = k)
# construct the matrix, which represents A + U %*% t(V)
X <- sparseLRMatrix(sparse = A, U = U, V = V)
dim(X)
s <- svds(X, 5) # efficient
# }
Run the code above in your browser using DataLab