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relational learning

84 papers

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knowledge graph (1795) link prediction (620) graph neural network (3945) knowledge graph embedding (300) few-shot learning (3390) representation learning (6174) relational reasoning (103) gaussian process (1198) first-order logic (168) statistical relational learning (24)

Papers

Learning to Exploit Long-term Relational Dependencies in Knowledge Graphs ICML 2019
Learning Interpretable Relational Structures of Hinge-loss Markov Random Fields IJCAI 2019
Efficient Weight Learning in High-Dimensional Untied MLNs AISTATS 2018
LinkNBed: Multi-Graph Representation Learning with Entity Linkage ACL 2018
One-Shot Relational Learning for Knowledge Graphs EMNLP 2018
SimpleQuestions Nearly Solved: A New Upperbound and Baseline Approach EMNLP 2018
Locally Consistent Bayesian Network Scores for Multi-Relational Data IJCAI 2017
Towards A Relational Approach For Tool Creation By Robots IJCAI 2017
Knowledge Graph Completion via Complex Tensor Factorization JMLR 2017
Leveraging Node Attributes for Incomplete Relational Data ICML 2017
Complex Embeddings for Simple Link Prediction ICML 2016
Diffusion-Convolutional Neural Networks NIPS 2016
Discriminative Gaifman Models NIPS 2016
Non-Asymptotic Analysis of Relational Learning with One Network AISTATS 2014
Convex Adversarial Collective Classification ICML 2013
Markov Logic Mixtures of Gaussian Processes: Towards Machines Reading Regression Data AISTATS 2012
Exploration in Relational Domains for Model-based Reinforcement Learning JMLR 2012
Relational Learning with One Network: An Asymptotic Analysis AISTATS 2011
Efficient Relational Learning with Hidden Variable Detection NIPS 2010
Evidence-Specific Structures for Rich Tractable CRFs NIPS 2010
Abstraction and Relational learning NIPS 2009
Using matrices to model symbolic relationship NIPS 2008
Relational Dependency Networks JMLR 2007
Hidden Common Cause Relations in Relational Learning NIPS 2007
Learning and using relational theories NIPS 2007