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cs.AI2025
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.AI2020
Beneficial and Harmful Explanatory Machine Learning
Lun Ai, Stephen H. Muggleton, Céline Hocquette +2
Given the recent successes of Deep Learning in AI there has been increased interest in the role and need for explanations in machine learned theories. A distinct notion in this con…