Training Strategies
4 ClassesTraining regimens, scheduling, and optimization strategies.
Showing 4 of 4
| Concept | Origin | Kind / Branch | Identifier | Evidence / Status |
|---|---|---|---|---|
|
Curriculum Learning
aka Sequential Learning, Structured Learning…
A training strategy in machine learning where models are trained on data in a meaningful order starting with simpler examples and gradually…
|
AIO | TrainingStrategy |
AIO:CurriculumLearning
|
Imported |
|
Distillation
aka Purification, Refining…
A preprocessing that trains a smaller model to replicate the behavior of a larger model aiming to compress the knowledge into a more compact…
|
AIO | TrainingStrategy |
AIO:Distillation
|
Imported |
|
Knowledge Transfer
aka Inductive Transfer, Adaptation…
A training strategy in which knowledge is passed from one entity such as a person organization or system to another facilitating learning an…
|
AIO | TrainingStrategy |
AIO:KnowledgeTransfer
|
Imported |
|
TrainingStrategy
aka Instructional Methods, Learning Techniques
A preprocessing used to train machine learning models including techniques such as supervised learning unsupervised learning reinforcement l…
|
AIO | TrainingStrategy |
AIO:TrainingStrategy
|
Imported |