Sparse regression, L1 regularization, feature selection and the Lasso. The slides are available here: http://www.cs.ubc.ca/~nando/340-2012/lectures.php This ...
nando de freitas, machine learning, L1 regularization, sparse models, prediction, linear regression, linear prediction, variable selection, feature selection...