Searching to Sparsify Tensor Decomposition for N-ary Relational Data

21 April 2021

Lei Chen

Papers citing "Searching to Sparsify Tensor Decomposition for N-ary Relational Data"

24 / 24 papers shown

Title
Generalizing Tensor Decomposition for N-ary Relational Knowledge Bases Yu Liu Quanming Yao Yong Li 30 75 0 08 Jul 2020
Efficient Neural Architecture Search via Proximal Iterations Quanming Yao Ju Xu Wei-Wei Tu Zhanxing Zhu 57 104 0 30 May 2019
Adaptive Stochastic Natural Gradient Method for One-Shot Neural Architecture Search Youhei Akimoto Shinichi Shirakawa Nozomu Yoshinari Kento Uchida Shota Saito K. Nishida 45 86 0 21 May 2019
AutoSF: Searching Scoring Functions for Knowledge Graph Embedding Yongqi Zhang Quanming Yao Wenyuan Dai Lei Chen 33 80 0 26 Apr 2019
Quaternion Knowledge Graph Embeddings Shuai Zhang Yi Tay Lina Yao Qi Liu 68 459 0 23 Apr 2019
RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space Zhiqing Sun Zhihong Deng Jian-Yun Nie Jian Tang 80 2,108 0 26 Feb 2019
TuckER: Tensor Factorization for Knowledge Graph Completion Ivana Balazevic Carl Allen Timothy M. Hospedales 58 721 0 28 Jan 2019
SNAS: Stochastic Neural Architecture Search Sirui Xie Hehui Zheng Chunxiao Liu Liang Lin 59 932 0 24 Dec 2018
Automated Machine Learning: From Principles to Practices Quanming Yao Mengshuo Wang Hugo Jair Escalante Huan Zhao Qiang Yang 55 258 0 31 Oct 2018
Hypernetwork Knowledge Graph Embeddings Ivana Balazevic Carl Allen Timothy M. Hospedales GNN 47 182 0 21 Aug 2018
DARTS: Differentiable Architecture Search Hanxiao Liu Karen Simonyan Yiming Yang 167 4,326 0 24 Jun 2018
Canonical Tensor Decomposition for Knowledge Base Completion Timothée Lacroix Nicolas Usunier G. Obozinski 52 384 0 19 Jun 2018
SimplE Embedding for Link Prediction in Knowledge Graphs Seyed Mehran Kazemi David Poole 66 713 0 13 Feb 2018
Learning Sparse Neural Networks through $L_0$ Regularization Christos Louizos Max Welling Diederik P. Kingma 239 1,136 0 04 Dec 2017
On Multi-Relational Link Prediction with Bilinear Models Yanjie Wang Rainer Gemulla Hui Li 42 68 0 14 Sep 2017
Convolutional 2D Knowledge Graph Embeddings Tim Dettmers Pasquale Minervini Pontus Stenetorp Sebastian Riedel GNN 3DV 160 2,591 0 05 Jul 2017
Analogical Inference for Multi-Relational Embeddings Hanxiao Liu Yuexin Wu Yiming Yang 61 374 0 06 May 2017
Knowledge Graph Completion via Complex Tensor Factorization Théo Trouillon C. Dance Johannes Welbl Sebastian Riedel Éric Gaussier Guillaume Bouchard 50 294 0 22 Feb 2017
Tensor Ring Decomposition Qibin Zhao Guoxu Zhou Shengli Xie Liqing Zhang A. Cichocki 42 358 0 17 Jun 2016
On the representation and embedding of knowledge bases beyond binary relations Jianfeng Wen Jianxin Li Yongyi Mao Shini Chen Richong Zhang 76 117 0 28 Apr 2016
A Review of Relational Machine Learning for Knowledge Graphs Maximilian Nickel Kevin Patrick Murphy Volker Tresp E. Gabrilovich 119 1,568 0 02 Mar 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 842 149,474 0 22 Dec 2014
Embedding Entities and Relations for Learning and Inference in Knowledge Bases Bishan Yang Wen-tau Yih Xiaodong He Jianfeng Gao Li Deng NAI 77 3,174 0 20 Dec 2014
Irreflexive and Hierarchical Relations as Translations Antoine Bordes Nicolas Usunier Alberto García-Durán Jason Weston Oksana Yakhnenko 39 35 0 26 Apr 2013