Melle Mendikowski

According to our database, Melle Mendikowski authored at least 5 papers between 2023 and 2026.

Collaborative distances:

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

2026

Bridging physical constraints and deep generative models via physics-aware normalizing flows.

Benjamin Schindler, Melle Mendikowski, Thomas Schmid

Neurocomputing, 2026

2025

ReL8r: A New Benchmarking Framework for Tabular Data Generators Using Constructed Relationships.

Melle Mendikowski, Benjamin Schindler, Thomas Schmid, Ralf Möller, Mattis Hartwig

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2025

When to Use Discriminator Ensembles? Cross-Domain Evidence of Multi-Adversarial Learning.

Benjamin Schindler, Melle Mendikowski, Thomas Schmid, Sam Verboven

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2025, 2025

Multi-dependence Conditional Vector Boosting Categorical Fidelity in Tabular-Data GANs.

Melle Mendikowski, Benjamin Schindler, Thomas Schmid, Ralf Möller, Mattis Hartwig

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2025, 2025

2023

Improved Techniques for Training Tabular GANs Using Cramer's V Statistics.

Melle Mendikowski, Benjamin Schindler, Thomas Schmid, Ralf Möller, Mattis Hartwig

Proceedings of the 36th Canadian Conference on Artificial Intelligence, 2023