4 citations · 10 across the 3 of their papers we have counts for
3 papers
astro-ph.IM2016★ 3 cited
Modelling multimodal photometric redshift regression with noisy observations
S. D. Kügler, N. Gianniotis
In this work, we are trying to extent the existing photometric redshift regression models from modeling pure photometric data back to the spectra themselves. To that end, we develo…
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…
astro-ph.GA2014★ 4 cited
Properties of optically selected BL Lac candidates from the SDSS
S. D. Kügler, K. Nilsson, J. Heidt +2
\textbf{Context.} Deep optical surveys open the avenue for find large numbers of BL Lac objects that are hard to identify because they lack the unique properties classifying them a…