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, The Truyen, Phung, D., Venkatesh, S.
Format: Conference Paper
Published: 2011
Online Access:http://hdl.handle.net/20.500.11937/7707