Thomas Bartz-Beielstein
2 papers · Latest:
Machine Learning
Multi-Task Optimization over Networks of Tasks
MONET is a new multi-task optimization algorithm that models task spaces as graphs, combining social and individual learning to outperform existing methods.
2604.21991
Software EngineeringLLMs taking shortcuts in test generation: A study with SAP HANA and LevelDB
LLMs excel at test generation for familiar open-source code but struggle with unseen proprietary systems, prioritizing compilability over semantic correctness.
2604.14437
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