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cs.LG2021
An Empirical Investigation into Deep and Shallow Rule Learning
Florian Beck, Johannes Fürnkranz
Inductive rule learning is arguably among the most traditional paradigms in machine learning. Although we have seen considerable progress over the years in learning rule-based theo…
cs.LG2021★ 2 cited
An Investigation into Mini-Batch Rule Learning
Florian Beck, Johannes Fürnkranz
We investigate whether it is possible to learn rule sets efficiently in a network structure with a single hidden layer using iterative refinements over mini-batches of examples. A…