Zobrazeno 1 - 4
of 4
pro vyhledávání: '"Kirchdorfer, Lukas"'
Autor:
Kirchdorfer, Lukas, Blümel, Robert, Kampik, Timotheus, van der Aa, Han, Stuckenschmidt, Heiner
Business process simulation (BPS) is a versatile technique for estimating process performance across various scenarios. Traditionally, BPS approaches employ a control-flow-first perspective by enriching a process model with simulation parameters. Alt
Externí odkaz:
http://arxiv.org/abs/2408.08571
Autor:
Kirchdorfer, Lukas, Elich, Cathrin, Kutsche, Simon, Stuckenschmidt, Heiner, Schott, Lukas, Köhler, Jan M.
With the rise of neural networks in various domains, multi-task learning (MTL) gained significant relevance. A key challenge in MTL is balancing individual task losses during neural network training to improve performance and efficiency through knowl
Externí odkaz:
http://arxiv.org/abs/2408.07985
Autor:
Tschalzev, Andrej, Nitschke, Paul, Kirchdorfer, Lukas, Lüdtke, Stefan, Bartelt, Christian, Stuckenschmidt, Heiner
Neural networks often assume independence among input data samples, disregarding correlations arising from inherent clustering patterns in real-world datasets (e.g., due to different sites or repeated measurements). Recently, mixed effects neural net
Externí odkaz:
http://arxiv.org/abs/2407.01115
While multi-task learning (MTL) has gained significant attention in recent years, its underlying mechanisms remain poorly understood. Recent methods did not yield consistent performance improvements over single task learning (STL) baselines, undersco
Externí odkaz:
http://arxiv.org/abs/2311.04698