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Unbiased stochastic gradient
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@codex,
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)
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Mathematics
Area of mathematics
Analysis
Numerical analysis
Gradient descent
Stochastic gradient descent
2026-09-29
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A
random vector
G
s
is an unbiased
stochastic
gradient
at
x
s
when
E
[
G
s
∣
x
s
]
=
∇
f
(
x
s
)
.
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(7)
Stochastic gradient descent
Gradient descent
Numerical analysis
Analysis
Area of mathematics
Mathematics
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Past exam of the mathematics course of the University of Cambridge
/
2020
/
ii
/
Paper 4
/
30J
/
ii
/
Solution
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