Magdalena Psenickova

According to our database, Magdalena Psenickova authored at least 4 papers between 2025 and 2026.

Collaborative distances:

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

2026

Prototype-Based Classifiers and Vector Quantization on a Quantum Computer - Implementing Integer Arithmetic Oracles for Nearest Prototype Search.

Alexander Engelsberger, Magdalena Psenickova, Thomas Villmann

Entropy, 2026

Topology-Preserving Prototype Learning on Riemannian Manifolds.

Lucas Schwarz, Magdalena Psenickova, Thomas Villmann, Florian Röhrbein

Proceedings of the 34th European Symposium on Artificial Neural Networks, 2026

Diminishing Returns - Data Integer Quantization and its Effects on Training Dynamics of Distance Based Classifiers.

Thomas Davies, Alexander Engelsberger, Magdalena Psenickova, Thomas Villmann

Proceedings of the 34th European Symposium on Artificial Neural Networks, 2026

2025

Prototype Learning for Classification on Spherical Manifolds and Its Relation to Quantum Classification Approaches.

Alexander Engelsberger, Magdalena Psenickova, Thomas Villmann

Proceedings of the Artificial Intelligence and Soft Computing, 2025