Artificial Intelligence
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Meta-Learning
Quick Definition
Designing models that learn how to learn new tasks
Full Definition
A branch of ML focused on designing models that can learn how to learn new tasks quickly from limited data.
Examples
MAML, prototypical networks, rapid task adaptation
Related Terms
few-shot-learning
transfer-learning
deep-learning
More Artificial Intelligence Terms
Multi-Agent System
System of interacting autonomous agents solving complex problems
Feature Importance
Quantifying each input features contribution to predictions
Speech Synthesis
Converting written text into natural-sounding spoken audio
Deep Learning
Machine learning using multi-layered neural networks
Image Segmentation
Partitioning images into labeled segments per pixel
Reward Modeling
Training models to predict human preferences for RLHF