Samuel Vaiter
@samuelvaiter.com did:plc:v2ex7xmwc44boycfxs5bicdg
CNRS Researcher website: https://samuelvaiter.com
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Resumo
Samuel Vaiter (@samuelvaiter.com) é um usuário do Bluesky desde 18 dezembro 2023. Tem 3.088 seguidores, segue 274 contas e publicou 455 posts.
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POT Python Optimal Transport is 10 years old this week 🎂. Did not think when I pushed the first commit 10 years ago that it would still be here or have this impact (~11M dowloads on PyPI). Open Source Software is a marathon not a sprint. Thanks to all contributors and users (who cite it) 🥳.
Ver postFinally got to put together a complete deck on the state of open models. What they are, licenses, how competitive they are, signs people are using them, distillation's impact, and how we balance the risks and benefits of openness! natolambert.com/slides/2026/...
Ver postIf two maps are optimal transports, is their composition optimal? Not necessarily. A matrix example shows why monotonicity is weaker than being a convex gradient. https://www.gpeyre.com/blog/2026/10/19/composing-optimal-transport-maps/
Ver postThe 1D heat flow ρ̇=ρ″ reads q̇=q″/(q′)² over quantiles which follow deterministic paths that never cross. www.gpeyre.com/blog/2026/10...
Ver postApproximating attention with fewer tokens is hard. In recent work with Léa Bohbot, we show how token amplitude affects convergence: a pointwise 1/√n rate can hide much slower global guarantees. www.gpeyre.com/blog/2026/10...
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