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Lennart Purucker

@lennartpurucker.bsky.social
140 followers 149 following 16 posts

PhD student sup. by Frank Hutter; researching automated machine learning and foundation models for (small) tabular data! Website: ml.informatik.uni-freiburg.de/profi…

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Reposted by Lennart Purucker
Madelon Hulsebos @madelonhulsebos.bsky.social · 23/09/2025
🚀 Excited to announce the AI for Tabular Data workshop at EurIPS 2025 in Copenhagen! CfP: sites.google.com/view/eurips2... (papers due 20 Oct) Join us @euripsconf.bsky.social to discuss neural tabular models and systems for predictive ML, tabular reasoning and retrieval, table synthesis and more ✨
Announcement for the EurIPS'25 Workshop on AI for Tabular Data. More information about the workshop can be found at: https://sites.google.com/view/eurips25-ai-td/home.
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Reposted by Lennart Purucker
Matthias Feurer @matthiasfeurer.bsky.social · 07/07/2025
Very proud our paper "OpenML: Insights from 10 years and more than a thousand papers" that describes the current state of OpenML and also analyzes the impact OpenML had over the last years (yes, we manually looked at every paper citing OpenML). #openml #automl #openscience 1/4
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Lennart Purucker @lennartpurucker.bsky.social · 23/06/2025
🚨What is SOTA on tabular data, really? We are excited to announce 𝗧𝗮𝗯𝗔𝗿𝗲𝗻𝗮, a living benchmark for machine learning on IID tabular data with: 📊 an online leaderboard (submit!) 📑 carefully curated datasets 📈 strong tree-based, deep learning, and foundation models 🧵
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Reposted by Lennart Purucker
Nick Erickson @nickerickson.bsky.social · 25/03/2025
We are excited to announce #FMSD: "1st Workshop on Foundation Models for Structured Data" has been accepted to #ICML 2025! Call for Papers: icml-structured-fm-workshop.github.io
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Lennart Purucker @lennartpurucker.bsky.social · 09/01/2025
The tabular foundation model TabPFN v2 is finally public 🎉🥳 This is excellent news for (small) tabular ML! Checkout our Nature article (nature.com/articles/s41...) and code (github.com/PriorLabs/Ta...)
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Lennart Purucker @lennartpurucker.bsky.social · 09/12/2024
Excited to be at #NeurIPS2024 tomorrow! 🎉 Let’s connect if you are interested in tabular data and: 🤖 AutoML (e.g., AutoGluon) 📊 Data Science (e.g., LLMs for Feature Engineering) 🏛️ Foundation Models (e.g., TabPFN) Looking forward to insightful discussions—feel free to reach out!
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Lennart Purucker @lennartpurucker.bsky.social · 27/11/2024
AutoGluon 1.2 is now public! Some highlights for tabular data: 1. 70% win-rate vs version 1.1. 2. TabPFNMix foundation model, parallel fit 3. AutoGluon-Assistant: Zero-code ML with LLMs. Also, very cool improvements for TimeSeries related to Chronos! #AutoML #TabularData
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Release v1.2.0 · autogluon/autogluon
Version 1.2.0 We're happy to announce the AutoGluon 1.2.0 release. AutoGluon 1.2 contains massive improvements to both Tabular and TimeSeries modules, each achieving a 70% win-rate vs AutoGluon 1.1...
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Reposted by Lennart Purucker
Carola Doerr @caroladoerr.bsky.social · 23/11/2024
Okay, okay, @theeimer.bsky.social , here you go: the beginning of an #AutoML starter pack -->happy to add AutoML folks and friends, just reply/PN to suggest yourself or others go.bsky.app/5PnMDUK
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