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Learning MDL logic programs from noisy data

Learning MDL logic programs from noisy data

18 August 2023
Céline Hocquette
Andreas Niskanen
Matti Jarvisalo
Andrew Cropper
    NoLa
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Papers citing "Learning MDL logic programs from noisy data"

6 / 6 papers shown
Title
An Empirical Comparison of Cost Functions in Inductive Logic Programming
Céline Hocquette
Andrew Cropper
57
0
0
10 Mar 2025
Imperative Learning: A Self-supervised Neuro-Symbolic Learning Framework for Robot Autonomy
Imperative Learning: A Self-supervised Neuro-Symbolic Learning Framework for Robot Autonomy
Chen Wang
Kaiyi Ji
Junyi Geng
Zhongqiang Ren
Taimeng Fu
...
Yi Du
Qihang Li
Yuqing Yang
Xiao Lin
Zhipeng Zhao
SSL
86
9
0
28 Jan 2025
LogiCity: Advancing Neuro-Symbolic AI with Abstract Urban Simulation
LogiCity: Advancing Neuro-Symbolic AI with Abstract Urban Simulation
Bowen Li
Zhaoyu Li
Qiwei Du
Jinqi Luo
Wenshan Wang
...
Katia P. Sycara
Pradeep Kumar Ravikumar
Alexander G. Gray
X. Si
Sebastian A. Scherer
AI4CE
LRM
81
3
0
01 Nov 2024
Towards Probabilistic Inductive Logic Programming with Neurosymbolic
  Inference and Relaxation
Towards Probabilistic Inductive Logic Programming with Neurosymbolic Inference and Relaxation
Fieke Hillerstrom
Gertjan J. Burghouts
NAI
23
0
0
21 Aug 2024
Learning big logical rules by joining small rules
Learning big logical rules by joining small rules
Céline Hocquette
Andreas Niskanen
Rolf Morel
Matti Jarvisalo
Andrew Cropper
29
1
0
29 Jan 2024
Top Program Construction and Reduction for polynomial time
  Meta-Interpretive Learning
Top Program Construction and Reduction for polynomial time Meta-Interpretive Learning
S. Patsantzis
Stephen Muggleton
30
5
0
13 Jan 2021
1