Statements (21)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
meta-learning algorithm
|
| gptkbp:abbreviation |
First-Order Model-Agnostic Meta-Learning
|
| gptkbp:category |
gptkb:model
|
| gptkbp:citation |
Finn et al., 2017, "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"
|
| gptkbp:contrastsWith |
gptkb:Dragon
MAML |
| gptkbp:designedFor |
few-shot learning
meta-learning |
| gptkbp:feature |
computationally efficient
approximates MAML removes second-order derivatives |
| https://www.w3.org/2000/01/rdf-schema#label |
First-Order MAML (FOMAML)
|
| gptkbp:proposedBy |
gptkb:Chelsea_Finn
gptkb:Pieter_Abbeel gptkb:Sergey_Levine |
| gptkbp:publishedIn |
gptkb:ICML_2017
|
| gptkbp:relatedTo |
gptkb:Model-Agnostic_Meta-Learning_(MAML)
|
| gptkbp:usedIn |
gptkb:reinforcement_learning
supervised learning |
| gptkbp:bfsParent |
gptkb:Model-Agnostic_Meta-Learning_(MAML)
|
| gptkbp:bfsLayer |
7
|