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cs.LG2026
What Comes Next and Why: Interpretable Next-Event Prediction with Neuro-Symbolic Rules
Tim Nico Bauerschmidt, Isabel Valera, Jilles Vreeken
In real-world applications, being able to explain why a prediction is made is often as important - if not more so - than achieving high accuracy. However, existing methods for sequ…
cs.LG2025
Per-Domain Generalizing Policies: On Validation Instances and Scaling Behavior
Timo P. Gros, Nicola J. Müller, Daniel Fiser +3
Recent work has shown that successful per-domain generalizing action policies can be learned. Scaling behavior, from small training instances to large test instances, is the key ob…