Publications by authors named "Frank Hutter"

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Managing extreme AI risks amid rapid progress.
Yoshua Bengio, Geoffrey Hinton, Andrew Yao, Dawn Song, Pieter Abbeel, Trevor Darrell, Yuval Noah Harari, Ya-Qin Zhang, Lan Xue, Shai Shalev-Shwartz

May 2024

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Deep learning with convolutional neural networks for EEG decoding and visualization.
Robin Tibor Schirrmeister, Jost Tobias Springenberg, Lukas Dominique Josef Fiederer, Martin Glasstetter, Katharina Eggensperger, Michael Tangermann, Frank Hutter, Wolfram Burgard, Tonio Ball

Hum Brain Mapp· November 2017

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Advancing biogeographical ancestry predictions through machine learning.
Carola Sophia Heinzel, Lennart Purucker, Frank Hutter, Peter Pfaffelhuber

Forensic Sci Int Genet· September 2025

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Accurate predictions on small data with a tabular foundation model.
Noah Hollmann, Samuel Müller, Lennart Purucker, Arjun Krishnakumar, Max Körfer, Frank Hutter

Nature· January 2025

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Machine Learning for RNA Design: LEARNA.
Frederic Runge, Frank Hutter

Methods Mol Biol· September 2024

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Partial RNA design.
Frederic Runge, Jörg Franke, Daniel Fertmann, Rolf Backofen, Frank Hutter

Bioinformatics· June 2024

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Auto-Pytorch: Multi-Fidelity MetaLearning for Efficient and Robust AutoDL.
Lucas Zimmer, Marius Lindauer, Frank Hutter

IEEE Trans Pattern Anal Mach Intell· September 2021

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Winning Solutions and Post-Challenge Analyses of the ChaLearn AutoDL Challenge 2019.
Zhengying Liu, Adrien Pavao, Zhen Xu, Sergio Escalera, Fabio Ferreira, Frank Hutter

IEEE Trans Pattern Anal Mach Intell· September 2021

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The Surprising Creativity of Digital Evolution: A Collection of Anecdotes from the Evolutionary Computation and Artificial Life Research Communities.
Joel Lehman, Jeff Clune, Dusan Misevic, Christoph Adami, Lee Altenberg, Frank Hutter

Artif Life· January 2021

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Machine-learning-based diagnostics of EEG pathology.
Lukas A W Gemein, Robin T Schirrmeister, Patryk Chrabąszcz, Daniel Wilson, Joschka Boedecker, Frank Hutter

Neuroimage· October 2020

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The locality dilemma of Sankoff-like RNA alignments.
Teresa Müller, Milad Miladi, Frank Hutter, Ivo Hofacker, Sebastian Will

Bioinformatics· July 2020

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AI for social good: unlocking the opportunity for positive impact.
Nenad Tomašev, Julien Cornebise, Frank Hutter, Shakir Mohamed, Angela Picciariello

Nat Commun· May 2020

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Phosphate recovery from wastewater using engineered superparamagnetic particles modified with layered double hydroxide ion exchangers.
Asya Drenkova-Tuhtan, Karl Mandel, Anja Paulus, Carsten Meyer, Frank Hutter

Water Res· October 2013

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Modified superparamagnetic nanocomposite microparticles for highly selective Hg(II) or Cu(II) separation and recovery from aqueous solutions.
Karl Mandel, Frank Hutter, Carsten Gellermann, Gerhard Sextl

ACS Appl Mater Interfaces· October 2012

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A new algorithm for RNA secondary structure design.
Mirela Andronescu, Anthony P Fejes, Frank Hutter, Holger H Hoos, Anne Condon

J Mol Biol· February 2004

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