Experiments with Random Projection

UAI 2000 pp. 143-151

/uai/2000/dasgupta2000uai-experiments/

Abstract

Recent theoretical work has identified random projection as a promising dimensionality reduction technique for learning mixtures of Gaussians. Here we summarize these results and illustrate them by a wide variety of experiments on synthetic and real data.

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Cite

Text

Dasgupta. "Experiments with Random Projection." Conference on Uncertainty in Artificial Intelligence, 2000.

Markdown

[Dasgupta. "Experiments with Random Projection." Conference on Uncertainty in Artificial Intelligence, 2000.](https://mlanthology.org/uai/2000/dasgupta2000uai-experiments/)

BibTeX

@inproceedings{dasgupta2000uai-experiments,
  title     = {{Experiments with Random Projection}},
  author    = {Dasgupta, Sanjoy},
  booktitle = {Conference on Uncertainty in Artificial Intelligence},
  year      = {2000},
  pages     = {143-151},
  url       = {https://mlanthology.org/uai/2000/dasgupta2000uai-experiments/}
}