AutoML.org
@AutoML_org
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research groups on Automated Machine Learning
Freiburg & Hannover & Tübingen
Joined August 2016
AutoML in the weights of a neural network.
This might be the first time after 10 years that boosted trees are not the best default choice when working with data in tables. Instead a pre-trained neural network is, the new TabPFN, as we just published in Nature 🎉
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RT @FrankRHutter: The data science revolution is getting closer. TabPFN v2 is published in Nature: On tabular class…
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RT @SathyaKamesh98: We are elated to introduce our most recent work on time-series foundation models - Mamba4Cast: Efficient Zero-Shot Time…
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RT @gklambauer: Unlocking State-Tracking in Linear RNNs Through Negative Eigenvalues Forget my earlier post, this is the cool one! :) Ana…
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Excited to share our work on this simple yet powerful method for linear RNNs like Mamba or DeltaNet to track states without increasing computational complexity. From @PontilGroup and @FrankRHutter's group
LLMs can now track states, finally matching this cat! And we prove it. But how? 🧵👇 1/ Paper: with @julien_siems @jkhfranke @ZelaArber @FrankRHutter @MPontil
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RT @KEggensperger: 📢 if you're looking for a PhD position in ML (and/or AutoML 🙂), consider applying at IMPRS-IS 👇 (deadline Nov 15th)
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This work was done jointly by @JakeMRobertson under the supervision of the wonderful @NoorAwad and @FrankRHutter. Link to paper: Blog post: #AI #FairnessInAI #MachineLearning #EthicsInAI #ACM #ManyFairHPO
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RT @SamuelMullr: Transformers perform remarkable generalizations in the in-context learning setting. E.g. when trained only on step functio…
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RT @CarolaDoerr19: What a great pleasure it was to host the @automl_conf here in Paris this week. Big shoutout to all co-organizers and in…
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RT @BBischl: We have another opening for a PhD in AutoML @LMU_Muenchen. Apply now at #PhD #MachineLearning #Statist…
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RT @automl_conf: In less than a month, the AutoML Conference 2024 will be in Paris. I don't think that we can quite compete with the #Olymp…
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Let's make ML fairer for everyone! 🤖⚖️ Link to paper: @JakeMRobertson @noahholl @__NoorAwad__ @FrankRHutter
#AI #Fairness #CausalInference #Transformers #MLResearch
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RT @neeratyoy: In #Vienna for #ICML2024 to present our latest work! With @_herilalaina_, @StAdriaensen, @karibbov, @Edberg_Wardman, and @Fr…
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RT @__mfeurer__: Joint work with @LindauerMarius, Florian Karl, Julia Moosbauer, @ATornede, @amuellerml, @FrankRHutter and @BBischl
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RT @__mfeurer__: 📝In the meantime you can also read a short summary blog post at or watch a video summary at https:…
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