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
Quantization
Reducing model precision from 32-bit to lower bit representations
Adversarial Robustness
AI model ability to resist adversarial perturbations
Natural Language Processing
AI field enabling computers to understand human language
Prompt Engineering
Crafting effective inputs to guide AI model outputs
Synthetic Data
Artificially generated data mimicking real-world distributions
Explainable AI
AI that provides understandable explanations for decisions