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
Model Distillation
Creating smaller models that replicate larger model behavior
AI Safety
Research ensuring AI is developed safely without harm
Attention Mechanism
Component allowing models to focus on relevant input parts
Symbolic AI
AI using symbolic logic and explicit knowledge rules
Prompt Injection
Attack manipulating AI behavior by overriding instructions
Reinforcement Learning
Learning through trial and error with reward feedback