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Gonzalo Mena
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Gonzalo Mena
@mena_gonzalo
Assistant Professor at @CMU_StatDS
Pittsburgh, PA, USA
gomena.github.io
Joined June 2011
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  • user avatar
    Gonzalo Mena
    @mena_gonzalo
    May 26
    Glad to share our new work on Hellinger–Kantorovich geometry with Tristan Saidi and Florian Gunsilius. @LucaSaidi did a terrific job pushing this forward! We now have a tractable approximation to parallel transport in the HK setting :)
    user avatar
    Tristan Luca Saidi
    @LucaSaidi
    May 26
    @mena_gonzalo, Florian Gunsilius and I are excited to share our work, "On the Differential-Geometric Equivalence of Hellinger-Kantorovich and Cone-Wasserstein Spaces" (1/n) arxiv.org/abs/2605.24329
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    Gonzalo Mena
    @mena_gonzalo
    Mar 26
    So grateful to be part of this work led by Tristan
    user avatar
    Tristan Luca Saidi
    @LucaSaidi
    Mar 26
    Florian Gunsilius, Larry Wasserman, @mena_gonzalo and I are excited to share our work, “Wasserstein Parallel Transport for Predicting the Dynamics of Statistical Systems”! arxiv.org/abs/2603.23736
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  • user avatar
    Gonzalo Mena
    @mena_gonzalo
    Nov 16, 2025
    I am having a lot of fun reading this book
    user avatar
    Chieh-Hsin (Jesse) Lai
    @JCJesseLai
    Oct 29, 2025
    Tired to go back to the original papers again and again? Our monograph: a systematic and fundamental recipe you can rely on! 📘 We’re excited to release 《The Principles of Diffusion Models》— with @DrYangSong, @gimdong58085414, @mittu1204, and @StefanoErmon. It traces the core
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    Gonzalo Mena
    @mena_gonzalo
    Nov 7, 2025
    We are pleased to share that our “Statistical Properties of Rectified Flow” paper, co-authored by Arun K. Kuchibhotla & Larry Wasserman, is now available. Rectified flow has become central in ML for generative modeling. Here, we develop its statistical foundation. 🧵(1/n)
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  • user avatar
    Gonzalo Mena
    @mena_gonzalo
    Oct 10, 2025
    Come work with us!
    user avatar
    Carnegie Mellon Statistics & Data Science
    @CMU_StatDS
    Oct 10, 2025
    The Department of Statistics & Data Science at Carnegie Mellon University invites applications for a tenure track position at the rank of Assistant Professor starting in Fall 2026. cmu.edu/dietrich/stati…
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