RelNN: A Deep Neural Model for Relational Learning

RelNN: A Deep Neural Model for Relational Learning

7 December 2017

Seyed Mehran Kazemi

Papers citing "RelNN: A Deep Neural Model for Relational Learning"

14 / 14 papers shown

Title
Comparing Aggregators for Relational Probabilistic Models Seyed Mehran Kazemi Bahare Fatemi Alexandra Kim Zilun Peng Moumita Roy Tora Xing Zeng Matthew C. Dirks David Poole 36 8 0 25 Jul 2017
End-to-End Differentiable Proving Tim Rocktaschel Sebastian Riedel NAI 99 381 0 31 May 2017
A survey of embedding models of entities and relationships for knowledge graph completion Dat Quoc Nguyen 48 100 0 23 Mar 2017
Deep Sets Manzil Zaheer Satwik Kottur Siamak Ravanbakhsh Barnabás Póczós Ruslan Salakhutdinov Alex Smola 408 2,464 0 10 Mar 2017
Column Networks for Collective Classification Trang Pham T. Tran Dinh Q. Phung Svetha Venkatesh GNN 110 145 0 15 Sep 2016
Chains of Reasoning over Entities, Relations, and Text using Recurrent Neural Networks Rajarshi Das Arvind Neelakantan David Belanger Andrew McCallum NAI AI4CE LRM 64 271 0 05 Jul 2016
A Learning Algorithm for Relational Logistic Regression: Preliminary Results Bahare Fatemi Seyed Mehran Kazemi David Poole 28 9 0 28 Jun 2016
Complex Embeddings for Simple Link Prediction Théo Trouillon Johannes Welbl Sebastian Riedel Éric Gaussier Guillaume Bouchard BDL 88 2,978 0 20 Jun 2016
Learning Convolutional Neural Networks for Graphs Mathias Niepert Mohamed Ahmed Konstantin Kutzkov GNN SSL 138 2,154 0 17 May 2016
TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems Martín Abadi Ashish Agarwal P. Barham E. Brevdo Zhiwen Chen ... Pete Warden Martin Wattenberg Martin Wicke Yuan Yu Xiaoqiang Zheng 274 11,151 0 14 Mar 2016
Lifted Relational Neural Networks Gustav Sourek Vojtech Aschenbrenner F. Železný Ondrej Kuzelka NAI 56 60 0 20 Aug 2015
A Review of Relational Machine Learning for Knowledge Graphs Maximilian Nickel Kevin Patrick Murphy Volker Tresp E. Gabrilovich 174 1,575 0 02 Mar 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 463 43,305 0 11 Feb 2015
DeepWalk: Online Learning of Social Representations Bryan Perozzi Rami Al-Rfou Steven Skiena HAI 257 9,789 0 26 Mar 2014