Hyperbolic Entailment Cones for Learning Hierarchical Embeddings

3 April 2018

Papers citing "Hyperbolic Entailment Cones for Learning Hierarchical Embeddings"

35 / 135 papers shown

Title
Learning Feature Interactions with Lorentzian Factorization Machine Canran Xu Ming Wu 9 26 0 22 Nov 2019
Representation Learning with Multisets Vasco Portilheiro SSL 17 0 0 19 Nov 2019
Mixed-curvature Variational Autoencoders Ondrej Skopek O. Ganea Gary Bécigneul CML DRL BDL 30 101 0 19 Nov 2019
Constant Curvature Graph Convolutional Networks Gregor Bachmann Gary Bécigneul O. Ganea GNN 24 132 0 12 Nov 2019
Unsupervised Hierarchy Matching with Optimal Transport over Hyperbolic Spaces David Alvarez-Melis Youssef Mroueh Tommi Jaakkola OT 14 24 0 06 Nov 2019
Spherical Text Embedding Yu Meng Jiaxin Huang Guangyuan Wang Chao Zhang Honglei Zhuang Lance M. Kaplan Jiawei Han RALM 20 116 0 04 Nov 2019
Metric Learning for Dynamic Text Classification Jeremy Wohlwend Ethan R. Elenberg S. Altschul Shawn Henry Tao Lei 33 11 0 04 Nov 2019
Hyperbolic Node Embedding for Signed Networks Wenzhuo Song Hongxu Chen Xueyan Liu Hongzhe Jiang Sheng-sheng Wang 11 14 0 29 Oct 2019
Hyperbolic Graph Convolutional Neural Networks Ines Chami Rex Ying Christopher Ré J. Leskovec GNN 32 629 0 28 Oct 2019
Hyperbolic Graph Neural Networks Qi Liu Maximilian Nickel Douwe Kiela AI4CE GNN 30 370 0 28 Oct 2019
Leveraging Hierarchical Representations for Preserving Privacy and Utility in Text Oluwaseyi Feyisetan Tom Diethe Thomas Drake 21 74 0 20 Oct 2019
Target-Oriented Deformation of Visual-Semantic Embedding Space Takashi Matsubara 26 7 0 15 Oct 2019
Discriminative Topic Mining via Category-Name Guided Text Embedding Yu Meng Jiaxin Huang Guangyuan Wang Zihan Wang Chao Zhang Yu Zhang Jiawei Han 31 73 0 20 Aug 2019
HyperKG: Hyperbolic Knowledge Graph Embeddings for Knowledge Base Completion Prodromos Kolyvakis Alexandros Kalousis D. Kiritsis 14 44 0 14 Aug 2019
Hyperbolic Interaction Model For Hierarchical Multi-Label Classification Boli Chen Xin Huang Lin Xiao Zixin Cai L. Jing 20 65 0 26 May 2019
Multi-relational Poincaré Graph Embeddings Ivana Balazevic Carl Allen Timothy M. Hospedales 11 263 0 23 May 2019
Learning Image-Specific Attributes by Hyperbolic Neighborhood Graph Propagation Xiaofeng Xu Ivor W. Tsang Xiaofeng Cao Ruiheng Zhang Chuancai Liu 19 4 0 20 May 2019
Tag2Vec: Learning Tag Representations in Tag Networks Junshan Wang Zhicong Lu Guojie Song Yue Fan Lun Du Wei Lin 3DV 20 18 0 19 Apr 2019
Low-rank approximations of hyperbolic embeddings Pratik Jawanpuria Mayank Meghwanshi Bamdev Mishra BDL 8 11 0 18 Mar 2019
Scalable Hyperbolic Recommender Systems B. Chamberlain Stephen R. Hardwick D. Wardrope Fabon Dzogang F. Daolio S. Vargas LRM 8 46 0 22 Feb 2019
Hyperbolic Disk Embeddings for Directed Acyclic Graphs Ryota Suzuki Ryusuke Takahama Shunzo Onoda 17 48 0 12 Feb 2019
A Wrapped Normal Distribution on Hyperbolic Space for Gradient-Based Learning Yoshihiro Nagano Shoichiro Yamaguchi Yasuhiro Fujita Masanori Koyama BDL DRL 11 15 0 08 Feb 2019
Riemannian adaptive stochastic gradient algorithms on matrix manifolds Hiroyuki Kasai Pratik Jawanpuria Bamdev Mishra 21 3 0 04 Feb 2019
Inferring Concept Hierarchies from Text Corpora via Hyperbolic Embeddings Matt Le Stephen Roller Laetitia Papaxanthos Douwe Kiela Maximilian Nickel 23 78 0 03 Feb 2019
Hyperbolic Embeddings for Learning Options in Hierarchical Reinforcement Learning Saket Tiwari M. Prannoy 11 2 0 04 Dec 2018
Poincaré GloVe: Hyperbolic Word Embeddings A. Tifrea Gary Bécigneul O. Ganea 27 279 0 15 Oct 2018
Riemannian Adaptive Optimization Methods Gary Bécigneul O. Ganea ODL 14 248 0 01 Oct 2018
HyperML: A Boosting Metric Learning Approach in Hyperbolic Space for Recommender Systems Lucas Vinh Tran Yi Tay Shuai Zhang Gao Cong Xiaoli Li 11 122 0 05 Sep 2018
Context Mover's Distance & Barycenters: Optimal Transport of Contexts for Building Representations Sidak Pal Singh Andreas Hug Aymeric Dieuleveut Martin Jaggi OT 30 26 0 29 Aug 2018
Learning Continuous Hierarchies in the Lorentz Model of Hyperbolic Geometry Maximilian Nickel Douwe Kiela 13 451 0 09 Jun 2018
Large-Margin Classification in Hyperbolic Space Hyunghoon Cho B. Demeo Jianhao Peng Bonnie Berger 12 71 0 01 Jun 2018
Hyperbolic Neural Networks O. Ganea Gary Bécigneul Thomas Hofmann 16 583 0 23 May 2018
Representation Tradeoffs for Hyperbolic Embeddings Christopher De Sa Albert Gu Christopher Ré Frederic Sala 17 403 0 10 Apr 2018
Clustering in Hilbert simplex geometry Frank Nielsen Ke Sun 26 16 0 03 Apr 2017
Geometric deep learning: going beyond Euclidean data M. Bronstein Joan Bruna Yann LeCun Arthur Szlam P. Vandergheynst GNN 259 3,239 0 24 Nov 2016