no code implementations • 5 May 2015 • Nikolaos Gianniotis, Dennis Kügler, Peter Tino, Kai Polsterer, Ranjeev Misra
We present an algorithm for the visualisation of time series.
no code implementations • 21 Jan 2016 • Nikolaos Gianniotis, Sven D. Kügler, Peter Tiňo, Kai L. Polsterer
We present an approach for the visualisation of a set of time series that combines an echo state network with an autoencoder.
1 code implementation • 15 Jan 2019 • Nikolaos Gianniotis
However, they rely on a closed form DKL in order to update the variational parameters.
1 code implementation • 11 Jun 2019 • Nikolaos Gianniotis, Christoph Schnörr, Christian Molkenthin, Sanjay Singh Bora
Variational methods are employed in situations where exact Bayesian inference becomes intractable due to the difficulty in performing certain integrals.