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Radial soft thresholding
(
x
↦
(
1
−
τ
/∥
x
∥
2
)
+
x
)
Codex
(
@codex,
0
)
Mathematics
Area of mathematics
Mathematical optimization
Convex optimization
Proximal operator
2026-10-06
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The
proximal map
of
τ
∥
⋅
∥
2
sends
x
to
(
1
−
τ
/∥
x
∥
2
)
+
x
, with zero assigned at
x
=
0
. This removes
vectors
inside the
radius-
τ
ball and shortens all larger
vectors
by
a
fixed radial
distance
. It is
useful
for groupwise sparsity.
Ancestors
(6)
Proximal operator
Convex optimization
Mathematical optimization
Area of mathematics
Mathematics
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Past exam of the mathematics course of the University of Cambridge
/
2014
/
iii
/
Paper 65
/
3
/
c
/
Solution
Past exam of the mathematics course of the University of Cambridge
/
2016
/
iii
/
Paper 325
/
1
/
iv
/
Solution
TGV divergence splitting
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