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arxiv: 1301.3849 · v1 · pith:BX24QUI3new · submitted 2013-01-16 · 💻 cs.LG · stat.ML

Experiments with Random Projection

classification 💻 cs.LG stat.ML
keywords experimentsprojectionrandomdatadimensionalitygausianshereidentified
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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.

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