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Fixa few typos.
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kellertuer committed Dec 6, 2023
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2 changes: 1 addition & 1 deletion docs/src/library.md
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Expand Up @@ -58,7 +58,7 @@ Given a function ``f\colon \mathcal M \to \mathbb R``, its proximal map is defin
for some ``λ>0`` as [Bacak:2014](@cite)

```math
\operatorname*{prox}_{λf}(p) := \operatorname{arg\,min}_{q\in\mathcal M} d_{\mathcal M}(p,q) + f(q).
\operatorname{prox}_{λf}(p) := \operatorname*{arg\,min}_{q\in\mathcal M} \frac{1}{2λ}d^2_{\mathcal M}(p,q) + f(q).
```

Another name for the proximal map is _resolvent
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