Self-taught Learning

Relevant publications

Shift-Invariant Sparse Coding for Audio Classification, Roger Grosse, Rajat Raina, Helen Kwong and Andrew Y. Ng. In UAI, 2007. [ps, pdf, code]

Self-taught learning: Transfer learning from unlabeled data, Rajat Raina, Alexis Battle, Honglak Lee, Benjamin Packer and Andrew Y. Ng. In ICML, 2007. [ps, pdf, slides]

Efficient sparse coding algorithms. Honglak Lee, Alexis Battle, Raina Rajat and Andrew Y. Ng. In NIPS, 2006. [ps, pdf]