5 citations · 5 across the 1 of their papers we have counts for
2 papers
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.IM2015★ 5 cited
Autoencoding Time Series for Visualisation
Nikolaos Gianniotis, Dennis Kügler, Peter Tino +2
We present an algorithm for the visualisation of time series. To that end we employ echo state networks to convert time series into a suitable vector representation which is capabl…