no code implementations • 1 Feb 2023 • David M. Cerna, Temur Kutsia
Anti-unification (AU) is a fundamental operation for generalization computation used for inductive inference.
1 code implementation • 18 Jan 2023 • David M. Cerna, Andrew Cropper
The ability to generalise from a small number of examples is a fundamental challenge in machine learning.
1 code implementation • 13 Aug 2022 • Stanisław J. Purgał, David M. Cerna, Cezary Kaliszyk
Synthesizing large logic programs through symbolic Inductive Logic Programming (ILP) typically requires intermediate definitions.
Inductive logic programming Vocal Bursts Intensity Prediction
no code implementations • 29 Dec 2021 • Stanisław J. Purgał, David M. Cerna, Cezary Kaliszyk
Learning complex programs through inductive logic programming (ILP) remains a formidable challenge.