Rank-R FNN: A Tensor-Based Learning Model for High-Order Data
Classification

Rank-R FNN: A Tensor-Based Learning Model for High-Order Data Classification

11 April 2021

Konstantinos Makantasis

Alexandros Georgogiannis

Ioannis Georgoulas

Anastasios Doulamis

ArXiv (abs)PDF HTML

Papers citing "Rank-R FNN: A Tensor-Based Learning Model for High-Order Data Classification"

12 / 12 papers shown

Title
Common Mode Patterns for Supervised Tensor Subspace Learning Konstantinos Makantasis Anastasios Doulamis N. Doulamis A. Voulodimos 32 11 0 06 Feb 2019
Tensor-based Nonlinear Classifier for High-Order Data Analysis Konstantinos Makantasis Anastasios Doulamis N. Doulamis A. Nikitakis A. Voulodimos 44 22 0 15 Feb 2018
Expressive power of recurrent neural networks Valentin Khrulkov Alexander Novikov Ivan Oseledets 111 114 0 02 Nov 2017
Tensor-Based Classifiers for Hyperspectral Data Analysis Konstantinos Makantasis Anastasios Doulamis N. Doulamis A. Nikitakis 43 110 0 24 Sep 2017
Tensor Networks for Dimensionality Reduction and Large-Scale Optimizations. Part 2 Applications and Future Perspectives A. Cichocki Anh-Huy Phan Qibin Zhao Namgil Lee Ivan Oseledets Masashi Sugiyama Danilo P. Mandic 74 300 0 30 Aug 2017
Tensor Regression Networks Jean Kossaifi Zachary Chase Lipton Arinbjorn Kolbeinsson Aran Khanna Tommaso Furlanello Anima Anandkumar 3DV 112 148 0 26 Jul 2017
Tensor Fusion Network for Multimodal Sentiment Analysis Amir Zadeh Minghai Chen Soujanya Poria Min Zhang Louis-Philippe Morency 89 1,236 0 23 Jul 2017
Ultimate tensorization: compressing convolutional and FC layers alike T. Garipov D. Podoprikhin Alexander Novikov Dmitry Vetrov 76 191 0 10 Nov 2016
Tensorizing Neural Networks Alexander Novikov D. Podoprikhin A. Osokin Dmitry Vetrov 124 886 0 22 Sep 2015
On the Expressive Power of Deep Learning: A Tensor Analysis Nadav Cohen Or Sharir Amnon Shashua 83 472 0 16 Sep 2015
Linked Component Analysis from Matrices to High Order Tensors: Applications to Biomedical Data Guoxu Zhou Qibin Zhao Yu Zhang T. Adalı Shengli Xie A. Cichocki 86 183 0 29 Aug 2015
Speeding-up Convolutional Neural Networks Using Fine-tuned CP-Decomposition V. Lebedev Yaroslav Ganin M. Rakhuba Ivan Oseledets Victor Lempitsky 77 886 0 19 Dec 2014

We use cookies and other tracking technologies to improve your browsing experience on our website, to show you personalized content and targeted ads, to analyze our website traffic, and to understand where our visitors are coming from. See our policy.