eberta.bsky.social
PhD student at INRIA Paris. Working on calibration of machine learning classifiers.
👤 Joined on 18 November 2024
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@eberta.bsky.socialMy baby #JuliaLang package got an award! DifferentiationInterface.jl just received a national prize for open-source research software and I couldn't be prouder. We started this from a vague dream with @adrianhill.de, and reached 1000 dependents and 100k downloads last month. Research != just papers.
Show PostJe fais le reporting de fin de projet pour une ANR ( @agencerecherche.bsky.social ) et j'avoue que je dois supprimer des sentiments très négatifs quant au degré de micromanagement et de détail demandé, pour un rapport qui ne sera essentiellement pas lu. C'est gaspiller de l'argent public
Show PostCOLT Workshop on Predictions and Uncertainty was a banger! I was lucky to present our paper "Minimum Volume Conformal Sets for Multivariate Regression", alongside my colleague @eberta.bsky.social and his awsome work on calibration. Big thanks to the organizers! #ConformalPrediction #MarcoPolo
Show PostLearning rate schedules seem mysterious? Why is the loss going down so fast during cooldown? Turns out that this behaviour can be described with a bound from *convex, nonsmooth* optimization. A short thread on our latest paper 🚞 arxiv.org/abs/2501.18965
Show PostSimilarly, in the context of binary classification, any result linking the minimizers of AUROC, Convex-Hull AUROC and AUPR compared to Logloss-Ref in the large sample limit?
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