On Discriminative and Semi-Supervised Dimensionality Reduction. Pal, C., Kelm, M., Wang, X., Druck, G., & McCallum, A. In Advances in Neural Information Processing Systems, Workshop on Novel Applications of Dimensionality Reduction (NIPS Workshop), 2006.
Paper bibtex @inproceedings{DBLP:conf/nips_ws/Pal06,
author = {Chris Pal and Michael Kelm and Xuerui Wang and Greg Druck and Andrew McCallum},
title = {On Discriminative and Semi-Supervised Dimensionality Reduction},
booktitle = {Advances in Neural Information Processing Systems, Workshop on Novel Applications of Dimensionality Reduction (NIPS Workshop)},
year = {2006},
url = {https://people.cs.umass.edu/~mccallum/papers/umass-nips-06-odssdr.pdf},
sum = {Using Multi-Conditional Learning, learn to distribute mixture components just were needed to address some discriminative task. See compelling figure on synthetic overlapping spiral data.},
}
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