Learning Algorithms via Neural Logic Networks

Learning Algorithms via Neural Logic Networks

2 April 2019

Ali Payani

Faramarz Fekri

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Papers citing "Learning Algorithms via Neural Logic Networks"

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Title
Learning Concept-Driven Logical Rules for Interpretable and Generalizable Medical Image Classification Yibo Gao Hangqi Zhou Zheyao Gao Bomin Wang Shangqi Gao Sihan Wang Xiahai Zhuang 71 0 0 20 May 2025
Standard Neural Computation Alone Is Insufficient for Logical Intelligence Youngsung Kim NAI 112 0 0 04 Feb 2025
RuDi: Explaining Behavior Sequence Models by Automatic Statistics Generation and Rule Distillation Yao Zhang Yun Xiong Yiheng Sun Caihua Shan Tian Lu Hui Song Yangyong Zhu 56 2 0 12 Aug 2022
A Framework for Following Temporal Logic Instructions with Unknown Causal Dependencies Duo Xu Faramarz Fekri 67 2 0 07 Apr 2022
Neuro-Symbolic Hierarchical Rule Induction Claire Glanois Xuening Feng Zhaohui Jiang Paul Weng Matthieu Zimmer Dong Li Wulong Liu NAI 73 24 0 26 Dec 2021
Scalable Rule-Based Representation Learning for Interpretable Classification Zhuo Wang Wei Zhang Ning Liu Jianyong Wang 79 63 0 30 Sep 2021
Interpretable Model-based Hierarchical Reinforcement Learning using Inductive Logic Programming Duo Xu Faramarz Fekri 63 11 0 21 Jun 2021
Differentiable Logic Machines Matthieu Zimmer Xuening Feng Claire Glanois Zhaohui Jiang Jianyi Zhang Paul Weng Li Dong Hao Jianye Liu Wulong AI4CE 81 23 0 23 Feb 2021