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There are data available to download.

Useful Data Sets

"Natural" Images

  • 80 Million Tiny Images: 7,527,697 32x32 color images collected from the web
  • CIFAR-10: A labeled subset of 80MTI with 60,000 images in ten classes
  • CIFAR-100: A labeled subset of 80MTI with 60,000 images in 100 classes. The 100 classes are additionally grouped into 20 "super classes".

Tree-Structured Stick Breaking for Hierarchical Data

Tree-Structured Stick Breaking for Hierarchical Data. Adams, RP, Ghahramani Z, Jordan MI.  Advances in Neural Information Processing Systems 23. 19-27. 2010.   { arXiv:1006.1062 [stat.ME] | PDF | Code | Google Scholar | BibTex }

The Gaussian Process Density Sampler

The Gaussian Process Density Sampler. Adams, RP, Murray I, MacKay DJC.  Advances in Neural Information Processing Systems 21. 2009.   { PDF | Google Scholar | BibTex }