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Fix pre review comments#249

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MaxenceGollier merged 24 commits intoJuliaSmoothOptimizers:paperfrom
MaxenceGollier:fix-pre-review-paper
Oct 21, 2025
Merged

Fix pre review comments#249
MaxenceGollier merged 24 commits intoJuliaSmoothOptimizers:paperfrom
MaxenceGollier:fix-pre-review-paper

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Voici une 1e ronde de commentaire.

SVP nous dire combien il y a de mots.

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@dpo I added a workflow, we have 1096 words currently.

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- **SVM with $\ell^{1/2}$ penalty:** **R2N** is the fastest, requiring the fewest gradient evaluations compared to all the other solvers.
**R2N** is the fastest, requiring the fewest gradient evaluations.
However, it requires more proximal evaluations, but these are inexpensive.
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Il me semble qu'il y a un bug quelque part car le nombre de prox diffère d'un ordre de grandeur !

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Co-authored-by: Dominique <dominique.orban@gmail.com>
@MaxenceGollier MaxenceGollier merged commit 470f236 into JuliaSmoothOptimizers:paper Oct 21, 2025
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@MaxenceGollier MaxenceGollier deleted the fix-pre-review-paper branch October 21, 2025 17:36
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