Mixed-Variate Restricted Boltzmann Machines

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Mixed-Variate Restricted Boltzmann Machines

Modern datasets are becoming heterogeneous. To this end, we present in this paper Mixed- Variate Restricted Boltzmann Machines for simultaneously modelling variables of multiple types and modalities, including binary and continuous responses, categorical options, multicategorical choices, ordinal as...

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Bibliographic Details
Main Authors:	Tran, Truyen, Phung, Dinh, Venkatesh, Svetha
Other Authors:	Chun-Nan Hsu
Format:	Conference Paper
Published:	JMLR 2011
Online Access:	http://jmlr.csail.mit.edu/proceedings/papers/v20/tran11/tran11.pdf http://hdl.handle.net/20.500.11937/34741

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