Georgios Birpoutsoukis

According to our database, Georgios Birpoutsoukis authored at least 8 papers between 2015 and 2020.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2020

Gaussian process regression for the estimation of stable univariate time-series processes.

Georgios Birpoutsoukis, Julien M. Hendrickx

Proceedings of the 28th European Symposium on Artificial Neural Networks, 2020

2019

Gaussian process regression for the estimation of generalized frequency response functions.

Jeremy Stoddard, Georgios Birpoutsoukis, Johan Schoukens, James S. Welsh

Autom., 2019

Frequency domain response under arbitrary excitation for fading memory nonlinear systems.

Jeremy Stoddard, Georgios Birpoutsoukis, John Lataire, James S. Welsh

Autom., 2019

2018

Efficient Multidimensional Regularization for Volterra Series Estimation.

Georgios Birpoutsoukis, Péter Zoltán Csurcsia, Johan Schoukens

CoRR, 2018

Nonlinear system modeling based on constrained Volterra series estimates.

Przemyslaw Sliwinski, Anna Marconato, Pawel Wachel, Georgios Birpoutsoukis

CoRR, 2018

2017

Gaussian Process Regression for Generalized Frequency Response Function Estimation.

Jeremy Stoddard, Georgios Birpoutsoukis

CoRR, 2017

Regularized nonparametric Volterra kernel estimation.

Georgios Birpoutsoukis, Anna Marconato, John Lataire, Johan Schoukens

Autom., 2017

2015

Nonparametric volterra kernel estimation using regularization.

Georgios Birpoutsoukis, Johan Schoukens

Proceedings of the 2015 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) Proceedings, 2015