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State-Space Constraints Improve the Generalization of the Differentiable Neural Computer in some Algorithmic Tasks

Patrick Ofner , Roman Kern

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Lessons Learned from the 1st ARIEL Machine Learning Challenge: Correcting Transiting Exoplanet Light Curves for Stellar Spots

Nikolaos Nikolaou , Ingo P. Waldmann , Angelos Tsiaras , Mario Morvan , Billy Edwards , Kai Hou Yip , Giovanna Tinetti , Subhajit Sarkar , James M. Dawson , Vadim Borisov , Gjergji Kasneci , Matej Petkovic , Tomaz Stepisnik , Tarek Al-Ubaidi , Rachel Louise Bailey , Michael Granitzer , Sahib Julka , Roman Kern , Patrick Ofner , Stefan Wagner , Lukas Heppe , Mirko Bunse , Katharina Morik

* 20 pages, 7 figures, 2 tables, Submitted to The Astrophysics Journal (ApJ) 

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