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paper: remove non-monotone
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paper/paper.md

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@@ -52,8 +52,7 @@ If second derivatives are not available or too costly to compute, quasi-Newton a
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In addition, the proximal mapping of the nonsmooth part $h$, or adequate models thereof, must be evaluated.
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At each iteration, a step is computed by solving a subproblem of the form \eqref{eq:nlp} inexactly, in which $f$, $h$, and $c$ are replaced with appropriate models about the current iterate.
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The solvers R2, R2DH and TRDH are particularly well suited to solve the subproblems, though they are general enough to solve \eqref{eq:nlp}.
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All solvers have a non-monotone mode that enhances performance in practice on certain problems [@leconte-orban-2023;@diouane-habiboullah-orban-2024].
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All are implemented in an in-place fashion, so that re-solves incur no allocations.
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All solvers are implemented in an in-place fashion, so that re-solves incur no allocations.
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To illustrate our claim of extensibility, a first version of the AL solver was implemented and submitted by an external contributor.
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<!-- ## Requirements of the ShiftedProximalOperators.jl -->

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