AIMech AI

Training Strategies

4 Classes

Training 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