Lukas Kirchdorfer

According to our database, Lukas Kirchdorfer authored at least 7 papers between 2023 and 2025.

Collaborative distances:

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

2025

A Divide-and-Conquer Approach for Modeling Arrival Times in Business Process Simulation.

Lukas Kirchdorfer, Konrad Özdemir, Stjepan Kusenic, Han van der Aa, Heiner Stuckenschmidt

CoRR, May, 2025

Rethinking BPS: A Utility-Based Evaluation Framework.

Konrad Özdemir, Lukas Kirchdorfer, Keyvan Amiri Elyasi, Han van der Aa, Heiner Stuckenschmidt

CoRR, May, 2025

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

AgentSimulator: An Agent-based Approach for Data-driven Business Process Simulation.

Lukas Kirchdorfer, Robert Blümel, Timotheus Kampik, Han van der Aa, Heiner Stuckenschmidt

Proceedings of the 6th International Conference on Process Mining, 2024

Analytical Uncertainty-Based Loss Weighting in Multi-task Learning.

Lukas Kirchdorfer, Cathrin Elich, Simon Kutsche, Heiner Stuckenschmidt, Lukas Schott, Jan Mathias Köhler

Proceedings of the Pattern Recognition, 2024

Examining Common Paradigms in Multi-task Learning.

Cathrin Elich, Lukas Kirchdorfer, Jan Mathias Köhler, Lukas Schott

Proceedings of the Pattern Recognition, 2024

2023

Challenging Common Assumptions in Multi-task Learning.

Cathrin Elich, Lukas Kirchdorfer, Jan Mathias Köhler, Lukas Schott

CoRR, 2023