Tensor Regression Networks

Tensor Regression Networks

26 July 2017

Zachary Chase Lipton

Arinbjorn Kolbeinsson

Tommaso Furlanello

Anima Anandkumar

Papers citing "Tensor Regression Networks"

12 / 62 papers shown

Title
Compression and Interpretability of Deep Neural Networks via Tucker Tensor Layer: From First Principles to Tensor Valued Back-Propagation G. G. Calvi Ahmad Moniri Mahmoud Mahfouz Qibin Zhao Danilo P. Mandic AI4CE 15 25 0 14 Mar 2019
Tensor Dropout for Robust Learning Arinbjorn Kolbeinsson Jean Kossaifi Yannis Panagakis Adrian Bulat Anima Anandkumar I. Tzoulaki Paul Matthews OOD 12 2 0 27 Feb 2019
Meta-Curvature Eunbyung Park Junier B. Oliva BDL 11 121 0 09 Feb 2019
Higher-order Count Sketch: Dimensionality Reduction That Retains Efficient Tensor Operations Yang Shi Anima Anandkumar 13 13 0 31 Jan 2019
Low-Rank Embedding of Kernels in Convolutional Neural Networks under Random Shuffling C. Li Zhun Sun Jinshi Yu Ming Hou Qibin Zhao 9 5 0 31 Oct 2018
From probabilistic graphical models to generalized tensor networks for supervised learning I. Glasser Nicola Pancotti J. I. Cirac AI4CE 64 74 0 15 Jun 2018
End-to-end Learning of a Convolutional Neural Network via Deep Tensor Decomposition Samet Oymak Mahdi Soltanolkotabi 11 12 0 16 May 2018
Wide Compression: Tensor Ring Nets Wenqi Wang Yifan Sun Brian Eriksson Wenlin Wang Vaneet Aggarwal 11 168 0 25 Feb 2018
Learning Relevant Features of Data with Multi-scale Tensor Networks Tayssir Doghri 25 137 0 31 Dec 2017
Learning Compact Recurrent Neural Networks with Block-Term Tensor Decomposition Jinmian Ye Linnan Wang Guangxi Li Di Chen Shandian Zhe Xinqi Chu Zenglin Xu 16 132 0 14 Dec 2017
TensorLy: Tensor Learning in Python Jean Kossaifi Yannis Panagakis Anima Anandkumar M. Pantic 13 350 0 29 Oct 2016
Tensor Decomposition for Signal Processing and Machine Learning N. Sidiropoulos L. De Lathauwer Xiao Fu Kejun Huang Evangelos E. Papalexakis Christos Faloutsos 92 1,342 0 06 Jul 2016