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Hutter, Frank
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1

Partial RNA design:

Runge, Frederic ; Franke, Jörg ; Fertmann, Daniel..
Bioinformatics.  40 (2024)  Supplement_1 - p. i437-i445 , 2024
Link: https://doi.org/10.1093/..
 
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2

Managing extreme AI risks amid rapid progress:

Bengio, Yoshua ; Hinton, Geoffrey ; Yao, Andrew...
Science.  384 (2024)  6698 - p. 842-845 , 2024
Link: https://doi.org/10.1126/..
 
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3

Neural Architecture Search for Dense Prediction Tasks in Co..:

Mohan, Rohit ; Elsken, Thomas ; Zela, Arber...
International Journal of Computer Vision.  131 (2023)  7 - p. 1784-1807 , 2023
Link: https://doi.org/10.1007/..
 
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4

Efficient Automated Deep Learning for Time Series Forecasti..:

, In: Machine Learning and Knowledge Discovery in Databases; Lecture Notes in Computer Science,
Deng, Difan ; Karl, Florian ; Hutter, Frank.. - p. 664-680 , 2023
Link: https://doi.org/10.1007/..
 
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5

Mind the Gap: Measuring Generalization Performance Across M..:

, In: Advances in Intelligent Data Analysis XXI; Lecture Notes in Computer Science,
Feurer, Matthias ; Eggensperger, Katharina ; Bergman, Edward... - p. 130-142 , 2023
Link: https://doi.org/10.1007/..
 
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6

Theory-inspired parameter control benchmarks for dynamic al..:

, In: Proceedings of the Genetic and Evolutionary Computation Conference,
Biedenkapp, André ; Dang, Nguyen ; Krejca, Martin S... - p. 766-775 , 2022
Link: https://dl.acm.org/doi/1..
 
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7

T3VIP: Transformation-based $3\mathrm{D}$ Video Prediction:

, In: 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS),
Nematollahi, Iman ; Rosete-Beas, Erick ; Azad, Seyed Mahdi B.... - p. 4174-4181 , 2022
Link: https://doi.org/10.1109/..
 
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8

Machine Learning and Knowledge Discovery in Databases: Euro.. 

Lecture Notes in Artificial Intelligence, 12459
Hutter, Frank ; Kersting, Kristian ; Lijffijt, Jefrey. - 1st ed. 2021 . , 2021
Link: https://doi.org/10.1007/..
 
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9

Bayesian Optimization with a Prior for the Optimum:

, In: Machine Learning and Knowledge Discovery in Databases. Research Track; Lecture Notes in Computer Science,
Souza, Artur ; Nardi, Luigi ; Oliveira, Leonardo B.... - p. 265-296 , 2021
Link: https://doi.org/10.1007/..
 
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10

Winning Solutions and Post-Challenge Analyses of the ChaLea..:

Liu, Zhengying ; Pavao, Adrien ; Xu, Zhen...
IEEE Transactions on Pattern Analysis and Machine Intelligence.  43 (2021)  9 - p. 3108-3125 , 2021
Link: https://doi.org/10.1109/..
 
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11

Auto-Pytorch: Multi-Fidelity MetaLearning for Efficient and..:

Zimmer, Lucas ; Lindauer, Marius ; Hutter, Frank
IEEE Transactions on Pattern Analysis and Machine Intelligence.  43 (2021)  9 - p. 3079-3090 , 2021
Link: https://doi.org/10.1109/..
 
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12

Machine Learning and Knowledge Discovery in Databases: Euro.. 

Lecture Notes in Artificial Intelligence, 12458
Hutter, Frank ; Kersting, Kristian ; Lijffijt, Jefrey. - 1st ed. 2021 . , 2021
Link: https://doi.org/10.1007/..
 
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13

TrivialAugment: Tuning-free Yet State-of-the-Art Data Augme..:

, In: 2021 IEEE/CVF International Conference on Computer Vision (ICCV),
Muller, Samuel G. ; Hutter, Frank - p. 754-762 , 2021
Link: https://doi.org/10.1109/..
 
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14

Machine Learning and Knowledge Discovery in Databases: Euro.. 

Lecture Notes in Artificial Intelligence, 12457
Hutter, Frank ; Kersting, Kristian ; Lijffijt, Jefrey. - 1st ed. 2021 . , 2021
Link: https://doi.org/10.1007/..
 
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15

On the Importance of Domain Model Configuration for Automat..:

Vallati, Mauro ; Chrpa, Lukáš ; McCluskey, Thomas Leo.
Journal of Automated Reasoning.  65 (2021)  6 - p. 727-773 , 2021
Link: https://doi.org/10.1007/..
 
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