# Which regularizer to use to get a sparse set of regression parameters?

I am doing a regression and I want to use the regularizer that will be the most useful to get a sparse set of parameters.

Which regularizer should I use ? Cardinality? maximum value ? Sum of absolute values ? Euclidean norm ?