5 citations · 18 across the 6 of their papers we have counts for
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astro-ph.IM2016
A Spectral Model for Multimodal Redshift Estimation
Sven D. Kugler, Nikolaos Gianniotis, Kai L. Polsterer
We present a physically inspired model for the problem of redshift estimation. Typically, redshift estimation has been treated as a regression problem that takes as input magnitude…
astro-ph.IM2016★ 3 cited
Model-Coupled Autoencoder for Time Series Visualisation
Nikolaos Gianniotis, Sven D. Kügler, Peter Tiňo +1
We present an approach for the visualisation of a set of time series that combines an echo state network with an autoencoder. For each time series in the dataset we train an echo s…