Statements (19)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:physicist
|
| gptkbp:developedBy |
Matthew_D._Zeiler
|
| gptkbp:hasContent |
traditional gradient descent
|
| https://www.w3.org/2000/01/rdf-schema#label |
AdaDelta
|
| gptkbp:improves |
stochastic gradient descent
|
| gptkbp:isAvenueFor |
gptkb:Adagrad
|
| gptkbp:isBasedOn |
momentum
|
| gptkbp:isFacilitatedBy |
sparse data
|
| gptkbp:isLocatedIn |
gptkb:PyTorch
TensorFlow |
| gptkbp:isPartOf |
the family of adaptive learning rate methods
|
| gptkbp:isPopularIn |
neural network training
|
| gptkbp:isSimilarTo |
RMSProp
|
| gptkbp:isSuitableFor |
deep learning
|
| gptkbp:isUsedIn |
machine learning
|
| gptkbp:reduces |
the need for manual learning rate tuning
|
| gptkbp:uses |
adaptive learning rates
|
| gptkbp:worksWith |
non-stationary objectives
|
| gptkbp:yearEstablished |
2012
|