Search Results for author: David M. Cerna

Found 4 papers, 2 papers with code

Anti-unification and Generalization: A Survey

no code implementations1 Feb 2023 David M. Cerna, Temur Kutsia

Anti-unification (AU) is a fundamental operation for generalization computation used for inductive inference.

Automated Theorem Proving

Generalisation Through Negation and Predicate Invention

1 code implementation18 Jan 2023 David M. Cerna, Andrew Cropper

The ability to generalise from a small number of examples is a fundamental challenge in machine learning.

Inductive logic programming Negation

Differentiable Inductive Logic Programming in High-Dimensional Space

1 code implementation13 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

Learning Higher-Order Programs without Meta-Interpretive Learning

no code implementations29 Dec 2021 Stanisław J. Purgał, David M. Cerna, Cezary Kaliszyk

Learning complex programs through inductive logic programming (ILP) remains a formidable challenge.

Inductive logic programming

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