Representation Learning with Weighted Inner Product for Universal
Approximation of General Similarities

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Representation Learning with Weighted Inner Product for Universal Approximation of General Similarities

27 February 2019

Hidetoshi Shimodaira

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Papers citing "Representation Learning with Weighted Inner Product for Universal Approximation of General Similarities"

16 / 16 papers shown

Title
Graph Embedding with Shifted Inner Product Similarity and Its Improved Approximation Capability Akifumi Okuno Geewook Kim Hidetoshi Shimodaira 33 8 0 04 Oct 2018
Distilled Wasserstein Learning for Word Embedding and Topic Modeling Hongteng Xu Wenlin Wang Wen Liu Lawrence Carin MedIm FedML 76 86 0 12 Sep 2018
Skip-gram word embeddings in hyperbolic space Matthias Leimeister Benjamin J. Wilson 37 48 0 30 Aug 2018
Learning Continuous Hierarchies in the Lorentz Model of Hyperbolic Geometry Maximilian Nickel Douwe Kiela 51 462 0 09 Jun 2018
A probabilistic framework for multi-view feature learning with many-to-many associations via neural networks Akifumi Okuno Tetsuya Hada Hidetoshi Shimodaira 50 15 0 13 Feb 2018
Neural networks and rational functions Matus Telgarsky 63 82 0 11 Jun 2017
Inductive Representation Learning on Large Graphs William L. Hamilton Z. Ying J. Leskovec 509 15,247 0 07 Jun 2017
Poincaré Embeddings for Learning Hierarchical Representations Maximilian Nickel Douwe Kiela 93 1,308 0 22 May 2017
Error bounds for approximations with deep ReLU networks Dmitry Yarotsky 195 1,227 0 03 Oct 2016
Sliced Wasserstein Kernels for Probability Distributions Soheil Kolouri Yang Zou Gustavo K. Rohde 39 161 0 10 Nov 2015
A Primer on Neural Network Models for Natural Language Processing Yoav Goldberg AI4CE 103 1,131 0 02 Oct 2015
LINE: Large-scale Information Network Embedding Jian Tang Meng Qu Mingzhe Wang Ming Zhang Jun Yan Qiaozhu Mei GNN 142 5,334 0 12 Mar 2015
SimLex-999: Evaluating Semantic Models with (Genuine) Similarity Estimation Felix Hill Roi Reichart Anna Korhonen 101 1,303 0 15 Aug 2014
DeepWalk: Online Learning of Social Representations Bryan Perozzi Rami Al-Rfou Steven Skiena HAI 257 9,789 0 26 Mar 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 397 33,550 0 16 Oct 2013
A Survey on Metric Learning for Feature Vectors and Structured Data A. Bellet Amaury Habrard M. Sebban 115 681 0 28 Jun 2013

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