Artificial Intelligence
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Pruning
Quick Definition
Removing redundant neural network connections to reduce size
Full Definition
Removing redundant neurons or connections from neural networks to reduce size and computation.
Examples
structured pruning, unstructured pruning, lottery ticket hypothesis
Related Terms
quantization
model-distillation
More Artificial Intelligence Terms
Few-Shot Learning
Learning to perform tasks from a small number of examples
Reinforcement Learning
Learning through trial and error with reward feedback
AI Governance
Framework for responsible AI development policies
Adversarial Attack
Crafting inputs that fool AI models into wrong predictions
Multimodal AI
AI that processes and integrates multiple data types
Quantization
Reducing model precision from 32-bit to lower bit representations