Generalized LARS as an effective feature selection tool for text classification with SVMs

@inproceedings{Keerthi2005GeneralizedLA,
  title={Generalized LARS as an effective feature selection tool for text classification with SVMs},
  author={S. Sathiya Keerthi},
  booktitle={ICML},
  year={2005}
}
In this paper we generalize the LARS feature selection method to the linear SVM model, derive an efficient algorithm for it, and empirically demonstrate its usefulness as a feature selection tool for text classification. 

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