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cs.AI2026
LLM-Generated Explanations Do Not Suffice for Ultra-Strong Machine Learning
Lun Ai, Johannes Langer, Ute Schmid +1
Ultra Strong Machine Learning (USML) refers to symbolic learning systems that not only improve their own performance but can also teach their acquired knowledge to quantifiably imp…
cs.AI2024
Active learning of digenic functions with boolean matrix logic programming
Lun Ai, Stephen H. Muggleton, Shi-shun Liang +1
We apply logic-based machine learning techniques to facilitate cellular engineering and drive biological discovery, based on comprehensive databases of metabolic processes called g…