摘要: … as the Lasso or Basis Pursuit DeNoising leads to solutions that are sparse and therefore achieves model selection. We propose in this paper an algorithm to solve the Lasso with online …
Robert Tibshirani, Trevor Hastie, Berwin A. Turlach, Bradley Efron, Jean Michel Loubes, Jean Michel Loubes, Hemant Ishwaran, Robert A. Stine, Keith Knight, Sanford Weisberg, Saharon Rosset, Saharon Rosset, Iain Johnstone, Pascal Massart, Pascal Massart, David Madigan, J. I. Zhu, Greg Ridgeway, Greg Ridgeway, Least angle regressionAnnals of Statistics. ,vol. 32, pp. 407- 499 ,(2004) , 10.1214/009053604000000067
Alexis Battle, Andrew Y. Ng, Honglak Lee, Rajat Raina, Efficient sparse coding algorithmsneural information processing systems. ,vol. 19, pp. 801- 808 ,(2006)