Machine Learning, Linear Regression, Data Science, Artificial Intelligence.
group of variables among which the pairwise correlation is very high, then the lasso tends to select only one variable from the group and does not care which one is selected. This affects model interpretability. For the usual n > p situation, if there are high correlations between features, it has