Learning Relational Representations with Auto-encoding Logic Programs

Learning Relational Representations with Auto-encoding Logic Programs

29 March 2019

Sebastijan Dumancic

Hendrik Blockeel

Papers citing "Learning Relational Representations with Auto-encoding Logic Programs"

17 / 17 papers shown

Title
Scalable Knowledge Refactoring using Constrained Optimisation Minghao Liu David M. Cerna Filipe Gouveia Andrew Cropper 25 0 0 21 Aug 2024
Learning big logical rules by joining small rules Céline Hocquette Andreas Niskanen Rolf Morel Matti Jarvisalo Andrew Cropper 29 1 0 29 Jan 2024
Learning logic programs by discovering higher-order abstractions Céline Hocquette Sebastijan Dumancic Andrew Cropper 19 2 0 16 Aug 2023
Learning logic programs by combining programs Andrew Cropper Céline Hocquette AI4CE 24 7 0 01 Jun 2022
Learning logic programs by discovering where not to search Andrew Cropper Céline Hocquette LRM 19 0 0 20 Feb 2022
From Statistical Relational to Neurosymbolic Artificial Intelligence: a Survey Giuseppe Marra Sebastijan Dumancic Robin Manhaeve Luc de Raedt NAI 23 60 0 25 Aug 2021
Predicate Invention by Learning From Failures Andrew Cropper Rolf Morel 19 12 0 29 Apr 2021
Inductive logic programming at 30 Andrew Cropper Sebastijan Dumancic Richard Evans Stephen Muggleton AI4CE 33 75 0 21 Feb 2021
A Study of Continuous Vector Representationsfor Theorem Proving Stanislaw J. Purgal Julian Parsert C. Kaliszyk NAI 11 5 0 22 Jan 2021
Top Program Construction and Reduction for polynomial time Meta-Interpretive Learning S. Patsantzis Stephen Muggleton 30 5 0 13 Jan 2021
Propositionalization and Embeddings: Two Sides of the Same Coin Nada Lavrac Blaž Škrlj Marko Robnik-Šikonja 10 26 0 08 Jun 2020
Learning programs by learning from failures Andrew Cropper Rolf Morel 29 87 0 05 May 2020
Knowledge Refactoring for Inductive Program Synthesis Sebastijan Dumancic Tias Guns Andrew Cropper 6 2 0 21 Apr 2020
Turning 30: New Ideas in Inductive Logic Programming Andrew Cropper Sebastijan Dumancic Stephen Muggleton LRM AI4CE 14 83 0 25 Feb 2020
Relational Neural Machines G. Marra Michelangelo Diligenti Francesco Giannini Marco Gori Marco Maggini NAI BDL 25 38 0 06 Feb 2020
Forgetting to learn logic programs Andrew Cropper CLL 21 16 0 15 Nov 2019
Neural Probabilistic Logic Programming in DeepProbLog Robin Manhaeve Sebastijan Dumancic Angelika Kimmig T. Demeester Luc de Raedt NAI 30 542 0 18 Jul 2019