Andrej Tschalzev

According to our database, Andrej Tschalzev authored at least 6 papers between 2023 and 2025.

Collaborative distances:

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

2025

TabArena: A Living Benchmark for Machine Learning on Tabular Data.

Nick Erickson, Lennart Purucker, Andrej Tschalzev, David Holzmüller, Prateek Mutalik Desai, David Salinas, Frank Hutter

CoRR, June, 2025

Unreflected Use of Tabular Data Repositories Can Undermine Research Quality.

Andrej Tschalzev, Lennart Purucker, Stefan Lüdtke, Frank Hutter, Christian Bartelt, Heiner Stuckenschmidt

CoRR, March, 2025

2024

Explaining neural networks without access to training data.

Sascha Marton, Stefan Lüdtke, Christian Bartelt, Andrej Tschalzev, Heiner Stuckenschmidt

Mach. Learn., June, 2024

A Data-Centric Perspective on Evaluating Machine Learning Models for Tabular Data.

Andrej Tschalzev, Sascha Marton, Stefan Lüdtke, Christian Bartelt, Heiner Stuckenschmidt

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Enabling Mixed Effects Neural Networks for Diverse, Clustered Data Using Monte Carlo Methods.

Andrej Tschalzev, Paul Nitschke, Lukas Kirchdorfer, Stefan Lüdtke, Christian Bartelt, Heiner Stuckenschmidt

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

2023

Investigating the Importance of Demographic Features for EDM-Predictions.

Lea Cohausz, Andrej Tschalzev, Christian Bartelt, Heiner Stuckenschmidt

Proceedings of the 16th International Conference on Educational Data Mining, 2023