Deep Learning, the Curse of Dimensionality, and Autoencoders

http://www.kdnuggets.com/2015/03/deep-learning-curse-dimensionality-autoencoders.html

by jonbaer • 11 years ago

57 8 11 years ago

kdnuggets.com

galapago• 11 years ago

Autoencoders are an extremely exciting new approach to unsupervised learning

They are not new.

jostmey• 11 years ago

Yeah, but some of methods that make the technique successful are less than ten years old.

mercurial2• 11 years ago

Seems to me that you would seriously reduce the size of the problem by first running a face-recognition algorithm, and then only analyzing the face...

chaosfactor• 11 years ago

You've created a nice little chicken and egg problem for yourself.

im3w1l• 11 years ago

I think he means first detect that there is a face at all, and where in the image it is. When you know that, do further processing.

bayesianhorse• 11 years ago

Sounds a bit like the age old method of producing medical professionals: Make them read and reproduce large amounts of medical facts.

idunning• 11 years ago

Original content is at http://nikhilbuduma.com/2015/03/10/the-curse-of-dimensionali...

Deep Learning, the Curse of Dimensionality, and Autoencoders

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