In earlier studies, Lasso was employed to model influenza epidemics by Lampos and Cristianini (2010).
in the case of vocabulary size |V |, which is much larger order than sample size T , it has been observed empirically that the prediction performance of l 1 -penalized regression, the Lasso is dominated by the l 2 -penalized one.