Experiments with Random Projection
Machine Learning
2013-01-18 v1 Machine Learning
Abstract
Recent theoretical work has identified random projection as a promising dimensionality reduction technique for learning mixtures of Gausians. Here we summarize these results and illustrate them by a wide variety of experiments on synthetic and real data.
Keywords
Cite
@article{arxiv.1301.3849,
title = {Experiments with Random Projection},
author = {Sanjoy Dasgupta},
journal= {arXiv preprint arXiv:1301.3849},
year = {2013}
}
Comments
Appears in Proceedings of the Sixteenth Conference on Uncertainty in Artificial Intelligence (UAI2000)