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cs.LG2025★ 1 cited
EDC: Equation Discovery for Classification
Guus Toussaint, Arno Knobbe
Equation Discovery techniques have shown considerable success in regression tasks, where they are used to discover concise and interpretable models (\textit{Symbolic Regression}).…
cs.LG2025★ 1 cited
LMFD: Latent Monotonic Feature Discovery
Guus Toussaint, Arno Knobbe
Many systems in our world age, degrade or otherwise move slowly but steadily in a certain direction. When monitoring such systems by means of sensors, one often assumes that some f…