Statements (27)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
OptimizationAlgorithm
|
| gptkbp:abbreviation |
gptkb:SWA
|
| gptkbp:category |
MachineLearning
NeuralNetworks |
| gptkbp:describedBy |
Averaging Weights Leads to Wider Optima and Better Generalization (ICLR 2018)
|
| https://www.w3.org/2000/01/rdf-schema#label |
StochasticWeightAveraging
|
| gptkbp:hyperparameter |
AveragingFrequency
AveragingStartEpoch LearningRate |
| gptkbp:implementedIn |
gptkb:TensorFlow
gptkb:PyTorch |
| gptkbp:improves |
Generalization
TestAccuracy |
| gptkbp:proposedBy |
Andrew Gordon Wilson
Dmitrii Podoprikhin Dmitry Vetrov Pavel Izmailov Timur Garipov |
| gptkbp:publishedIn |
gptkb:ICLR_2018
|
| gptkbp:relatedTo |
AveragedSGD
EnsembleMethods |
| gptkbp:usedIn |
DeepLearning
|
| gptkbp:worksWith |
gptkb:Adam
gptkb:RMSProp StochasticGradientDescent |
| gptkbp:bfsParent |
gptkb:PyTorch_Lightning_Callbacks
|
| gptkbp:bfsLayer |
6
|