Magda Gregorová

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 10

Top Topics

Variable Selection

Multimodal Data

Wavelet Transformed

Top Venues

Auton. Intell. Syst.

Publications

Marius Benkert, Michael Heroth, Rainer Herrler, Magda Gregorová, Helmut C. Schmid
Variational autoencoder-based techniques for a streamlined cross-topology modeling and optimization workflow in electrical drives. Auton. Intell. Syst. 4 (1) (2024)
Magda Gregorová, Marc Desaules, Alexandros Kalousis
Learned transform compression with optimized entropy encoding. CoRR (2021)
Frantzeska Lavda, Magda Gregorová, Alexandros Kalousis
Improving VAE Generations of Multimodal Data Through Data-Dependent Conditional Priors. ECAI (2020)
Frantzeska Lavda, Magda Gregorová, Alexandros Kalousis
Data-Dependent Conditional Priors for Unsupervised Learning of Multimodal Data. Entropy 22 (8) (2020)
Frantzeska Lavda, Magda Gregorová, Alexandros Kalousis
Improving VAE generations of multimodal data through data-dependent conditional priors. CoRR (2019)
Magda Gregorová, Jason Ramapuram, Alexandros Kalousis, Stéphane Marchand-Maillet
Large-Scale Nonlinear Variable Selection via Kernel Random Features. ECML/PKDD (2) (2018)
Magda Gregorová, Jason Ramapuram, Alexandros Kalousis, Stéphane Marchand-Maillet
Large-scale Nonlinear Variable Selection via Kernel Random Features. CoRR (2018)
Magda Gregorová, Alexandros Kalousis, Stéphane Marchand-Maillet
Structured nonlinear variable selection. CoRR (2018)
Magda Gregorová, Alexandros Kalousis, Stéphane Marchand-Maillet
Forecasting and Granger Modelling with Non-linear Dynamical Dependencies. ECML/PKDD (2) (2017)
Magda Gregorová, Alexandros Kalousis, Stéphane Marchand-Maillet
Learning Predictive Leading Indicators for Forecasting Time Series Systems with Unknown Clusters of Forecast Tasks. ACML (2017)