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A Three-Way Model for Collective Learning on Multi ...
The modelling approach of relational domains in this pa-per is the following. To represent dyadic relational data we make use of the semantic web’s RDF formalism where relations are modeled as triples of the form (subject, predicate, object) and where a predicate either models the relationship between two entities or between
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Rectified Linear Units Improve Restricted Boltzmann Machines
icml.ccRBMs were originally developed using binary stochas-tic units for both the visible and hidden layers (Hinton, 2002). To deal with real-valued data such as the pixel intensities in natural images, (Hinton & Salakhutdinov, 2006) replaced the binary visible units by linear units with independent Gaus-sian noise as first suggested by (Freund ...
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