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'''Stochastic approximation''' methods are a family of iterative [[stochastic optimization]] [[algorithm]]s that attempt to find zeroes or extrema of functions which cannot be computed directly, but only estimated via noisy observations.
Mathematically, this refers to solving:
:<math> \min_{x \in \Theta}\; f(x) = \mathbb E[F(x,\xi)] </math>
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