Relational Neural Machines

6 February 2020

G. Marra

Michelangelo Diligenti

Papers citing "Relational Neural Machines"

22 / 22 papers shown

Title
Relational Reasoning Networks G. Marra Michelangelo Diligenti Francesco Giannini NAI 41 4 0 01 Jun 2021
Neural Probabilistic Logic Programming in DeepProbLog Robin Manhaeve Sebastijan Dumancic Angelika Kimmig T. Demeester Luc de Raedt NAI 48 550 0 18 Jul 2019
Neural Markov Logic Networks G. Marra Ondrej Kuzelka NAI 50 42 0 31 May 2019
Neural Logic Machines Honghua Dong Jiayuan Mao Tian Lin Chong-Jun Wang Lihong Li Denny Zhou NAI LRM AI4CE 97 249 0 26 Apr 2019
Neural Logic Reinforcement Learning Zhengyao Jiang Shan Luo NAI 34 72 0 24 Apr 2019
Learning Relational Representations with Auto-encoding Logic Programs Sebastijan Dumancic Tias Guns Wannes Meert Hendrik Blockeel NAI 67 28 0 29 Mar 2019
LYRICS: a General Interface Layer to Integrate Logic Inference and Deep Learning G. Marra Francesco Giannini Michelangelo Diligenti Marco Gori AI4CE 33 11 0 18 Mar 2019
Integrating Learning and Reasoning with Deep Logic Models G. Marra Francesco Giannini Michelangelo Diligenti Marco Gori NAI 41 57 0 14 Jan 2019
A Semantic Loss Function for Deep Learning with Symbolic Knowledge Jingyi Xu Zilu Zhang Tal Friedman Yitao Liang Guy Van den Broeck 65 447 0 29 Nov 2017
A simple neural network module for relational reasoning Adam Santoro David Raposo David Barrett Mateusz Malinowski Razvan Pascanu Peter W. Battaglia Timothy Lillicrap GNN NAI 86 1,610 0 05 Jun 2017
End-to-End Differentiable Proving Tim Rocktaschel Sebastian Riedel NAI 63 381 0 31 May 2017
Logic Tensor Networks for Semantic Image Interpretation Ivan Donadello Luciano Serafini Artur Garcez 64 210 0 24 May 2017
Demystifying Relational Latent Representations Sebastijan Dumancic Hendrik Blockeel BDL 26 6 0 16 May 2017
Learning Continuous Semantic Representations of Symbolic Expressions Miltiadis Allamanis Pankajan Chanthirasegaran Pushmeet Kohli Charles Sutton CLL NAI 47 99 0 04 Nov 2016
Discriminative Gaifman Models Mathias Niepert TPM 39 42 0 28 Oct 2016
Harnessing Deep Neural Networks with Logic Rules Zhiting Hu Xuezhe Ma Zhengzhong Liu Eduard H. Hovy Eric Xing AI4CE NAI 29 613 0 21 Mar 2016
Holographic Embeddings of Knowledge Graphs Maximilian Nickel Lorenzo Rosasco T. Poggio 28 1,195 0 16 Oct 2015
Hinge-Loss Markov Random Fields and Probabilistic Soft Logic Stephen H. Bach Matthias Broecheler Bert Huang Lise Getoor TPM AI4CE 68 386 0 17 May 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 267 149,474 0 22 Dec 2014
Learning Deep Structured Models Liang-Chieh Chen Alex Schwing Alan Yuille R. Urtasun BDL 74 247 0 09 Jul 2014
Learning by Transduction A. Gammerman V. Vovk V. Vapnik 59 511 0 30 Jan 2013
An Introduction to Conditional Random Fields Charles Sutton Andrew McCallum AI4CE BDL CML TPM 75 1,208 0 17 Nov 2010