Gradient descent variant using mini-batches of data to estimate gradients and update parameters efficiently.
AI Glossary
Stochastic Gradient Descent
Coverage in development
Gradient descent variant using mini-batches of data to estimate gradients and update parameters efficiently.
Definition
Plain English explanation
SGD updates weights using small data batches.
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Sources
- NIST AI Risk Management Framework — risk vocabulary context for AI systems
- Brel Digital company and technology profiles — applied usage evidence where tagged
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