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Nikos Gianniotis

Heidelberg Institute for Theoretical Studies

7

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Efficient Optimization of Echo State Networks for Time Series Datasets

2019 arXiv: Neural and Evolutionary Computing
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Beginners Guide to Machine Learning in Astronomy

2019
- Kai Lars Polsterer
- Nikos Gianniotis
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Efficient Optimization of Echo State Networks for Time Series Datasets

2018 IJCNN | International Joint Conference on Neural Network
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Efficient Optimization of Echo State Networks for Time Series Datasets

2018 IJCNN | International Joint Conference on Neural Network
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An explorative approach for inspecting Kepler data

2016 Monthly Notices of the Royal Astronomical Society
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Featureless classification of light curves

2015 Monthly Notices of the Royal Astronomical Society
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Analyzing Complex and Structured Data via Unsupervised Learning Techniques

2015
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