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Ildefons Magrans de Abril

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2010 – 2019

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2018
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Ildefons Magrans de Abril, Junichiro Yoshimoto, Kenji Doya:
Connectivity inference from neural recording data: Challenges, mathematical bases and research directions. Neural Networks 102: 120-137 (2018)
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Ildefons Magrans de Abril, Ryota Kanai:
Curiosity-Driven Reinforcement Learning with Homeostatic Regulation. IJCNN 2018: 1-6
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  - journals/corr/abs-1801-07440
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Ildefons Magrans de Abril, Ryota Kanai:
Curiosity-driven reinforcement learning with homeostatic regulation. CoRR abs/1801.07440 (2018)
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  - journals/corr/abs-1806-06505
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Ildefons Magrans de Abril, Ryota Kanai:
A unified strategy for implementing curiosity and empowerment driven reinforcement learning. CoRR abs/1806.06505 (2018)
2014
[j2]
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  - journals/ieicet/SimmAS14
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Jaak Simm, Ildefons Magrans de Abril, Masashi Sugiyama:
Tree-Based Ensemble Multi-Task Learning Method for Classification and Regression. IEICE Trans. Inf. Syst. 97-D(6): 1677-1681 (2014)
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Ildefons Magrans de Abril, Ann Nowé:
Supervised Neural Network Structure Recovery. Neural Connectomics 2014: 35-41
2013
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Ildefons Magrans de Abril, Masashi Sugiyama:
Winning the Kaggle Algorithmic Trading Challenge with the Composition of Many Models and Feature Engineering. IEICE Trans. Inf. Syst. 96-D(3): 742-745 (2013)
2010
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  - conf/fis/TheilmannWHA10
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Wolfgang Theilmann, Ulrich Winkler, Jens Happe, Ildefons Magrans de Abril:
Managing On-Demand Business Applications with Hierarchical Service Level Agreements. FIS 2010: 97-106

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