|
gptkbp:instanceOf
|
gptkb:restricted_Boltzmann_machine_variant
gptkb:model
|
|
gptkbp:author
|
Ruslan Salakhutdinov, Geoffrey Hinton
|
|
gptkbp:canLearn
|
latent topics
|
|
gptkbp:citation
|
gptkb:Replicated_Softmax:_an_Undirected_Topic_Model
2009
|
|
gptkbp:field
|
gptkb:artificial_intelligence
gptkb:machine_learning
natural language processing
|
|
gptkbp:hasModel
|
bag-of-words documents
|
|
gptkbp:hiddenUnits
|
binary stochastic units
|
|
gptkbp:input
|
word count vectors
|
|
gptkbp:introduced
|
gptkb:Geoffrey_Hinton
gptkb:Ruslan_Salakhutdinov
|
|
gptkbp:introducedIn
|
2009
|
|
gptkbp:publishedIn
|
gptkb:International_Conference_on_Artificial_Intelligence_and_Statistics_(AISTATS)_2009
|
|
gptkbp:relatedTo
|
gptkb:Boltzmann_machine
gptkb:Latent_Dirichlet_Allocation
|
|
gptkbp:trainingAlgorithm
|
gptkb:Contrastive_Divergence
|
|
gptkbp:usedFor
|
topic modeling
document modeling
|
|
gptkbp:visibleUnits
|
softmax units
|
|
gptkbp:bfsParent
|
gptkb:Restricted_Boltzmann_Machines
|
|
gptkbp:bfsLayer
|
9
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
Replicated Softmax RBM
|