Semantic Hashing, Deep Autoencoders and Universal Approximators

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• Philip Sterne (University of Cambridge)
• Monday 21 January 2008, 11:15-12:45
• TCM Seminar Room, Cavendish Laboratory, Department of Physics.

If you have a question about this talk, please contact Philipp Hennig.

At this term’s first Journal Club, we will discuss Semantic Hashing by Ruslan Salakhutdinov and Geoffrey Hinton and, using this as a starting point, heuristics for architecture design of deep belief nets.

We will also spend some time on Deep Narrow Sigmoid Belief Networks are Universal Approximators by Sutskever and Hinton.

This talk is part of the Machine Learning Journal Club series.

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