search for: 342_icmlpaper

...tage. Andrew Ng proposed a Self-Taught learning framework[ICML'07 paper<http://ai.stanford.edu/~hllee/icml07-selftaughtlearning.pdf>] wherein they make use of unlabeled data to improve performance. A very recent paper at ICML'11<http://eprints.pascal-network.org/archive/00008597/01/342_icmlpaper.pdf>used the advantage of feature learning using unlabeled data and beat the state-of-the-art in sentiment classification. Combining the above two points, I suggest an approach which uses features learnt from data in an unsupervised fashion "*in addition to*" the commonly used feature...