Statements (25)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:model
restricted Boltzmann machine variant |
| 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
|
| https://www.w3.org/2000/01/rdf-schema#label |
Replicated Softmax RBM
|
| 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:Latent_Dirichlet_Allocation
Boltzmann machine |
| gptkbp:trainingAlgorithm |
gptkb:Contrastive_Divergence
|
| gptkbp:usedFor |
topic modeling
document modeling |
| gptkbp:visibleUnits |
softmax units
|
| gptkbp:bfsParent |
gptkb:Boltzmann_machine
|
| gptkbp:bfsLayer |
5
|