Primal Estimated sub-GrAdient SOlver for SVM
GPTKB entity
Statements (16)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:model
|
| gptkbp:abbreviation |
gptkb:PEGASOS
|
| https://www.w3.org/2000/01/rdf-schema#label |
Primal Estimated sub-GrAdient SOlver for SVM
|
| gptkbp:introducedIn |
2007
|
| gptkbp:notableFor |
simplicity of implementation
scalability to large datasets |
| gptkbp:optimizedFor |
stochastic sub-gradient descent
|
| gptkbp:proposedBy |
gptkb:Shai_Shalev-Shwartz
gptkb:Yoram_Singer gptkb:Nathan_Srebro |
| gptkbp:relatedTo |
gptkb:LIBSVM
gptkb:SVMlight Stochastic Gradient Descent |
| gptkbp:usedFor |
support vector machine training
|
| gptkbp:bfsParent |
gptkb:Pegasos
|
| gptkbp:bfsLayer |
7
|