1 code implementation • 24 Jan 2023 • Van Quoc Phuong Huynh, Johannes Fürnkranz, Florian Beck
Instead, we propose an efficient algorithm that aims at finding the best rule covering each training example in a greedy optimization consisting of one specialization and one generalization loop.
no code implementations • 18 Jun 2021 • Florian Beck, Johannes Fürnkranz
Inductive rule learning is arguably among the most traditional paradigms in machine learning.
no code implementations • 18 Jun 2021 • 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.