Convolutional Rectifier Networks as Generalized Tensor Decompositions

v1v2 (latest)

Convolutional Rectifier Networks as Generalized Tensor Decompositions

1 March 2016

ArXiv (abs)PDF HTML

Papers citing "Convolutional Rectifier Networks as Generalized Tensor Decompositions"

18 / 68 papers shown

Title
On the Long-Term Memory of Deep Recurrent Networks Yoav Levine Or Sharir Alon Ziv Amnon Shashua 75 24 0 25 Oct 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 88 300 0 30 Aug 2017
Do Neural Nets Learn Statistical Laws behind Natural Language? Shuntaro Takahashi Kumiko Tanaka-Ishii 92 29 0 16 Jul 2017
On the Optimization Landscape of Tensor Decompositions Rong Ge Tengyu Ma 130 92 0 18 Jun 2017
Recovery Guarantees for One-hidden-layer Neural Networks Kai Zhong Zhao Song Prateek Jain Peter L. Bartlett Inderjit S. Dhillon MLT 211 337 0 10 Jun 2017
Fast learning rate of deep learning via a kernel perspective Taiji Suzuki 60 6 0 29 May 2017
Classification regions of deep neural networks Alhussein Fawzi Seyed-Mohsen Moosavi-Dezfooli P. Frossard Stefano Soatto 86 51 0 26 May 2017
The power of deeper networks for expressing natural functions David Rolnick Max Tegmark 176 174 0 16 May 2017
Analysis and Design of Convolutional Networks via Hierarchical Tensor Decompositions Nadav Cohen Or Sharir Yoav Levine Ronen Tamari David Yakira Amnon Shashua 133 38 0 05 May 2017
Optimal Approximation with Sparsely Connected Deep Neural Networks Helmut Bölcskei Philipp Grohs Gitta Kutyniok P. Petersen 202 256 0 04 May 2017
Deep Learning and Quantum Entanglement: Fundamental Connections with Implications to Network Design Yoav Levine David Yakira Nadav Cohen Amnon Shashua 139 126 0 05 Apr 2017
Sharing Residual Units Through Collective Tensor Factorization in Deep Neural Networks Yunpeng Chen Xiaojie Jin Bingyi Kang Jiashi Feng Shuicheng Yan 87 37 0 07 Mar 2017
On the Expressive Power of Overlapping Architectures of Deep Learning Or Sharir Amnon Shashua 108 10 0 06 Mar 2017
Deep Learning and Hierarchal Generative Models Elchanan Mossel BDL GAN 125 24 0 29 Dec 2016
Understanding deep learning requires rethinking generalization Chiyuan Zhang Samy Bengio Moritz Hardt Benjamin Recht Oriol Vinyals HAI 385 4,641 0 10 Nov 2016
Tensorial Mixture Models Or Sharir Ronen Tamari Nadav Cohen Amnon Shashua TPM 92 25 0 13 Oct 2016
Inductive Bias of Deep Convolutional Networks through Pooling Geometry Nadav Cohen Amnon Shashua 100 134 0 22 May 2016
On the Expressive Power of Deep Learning: A Tensor Analysis Nadav Cohen Or Sharir Amnon Shashua 91 472 0 16 Sep 2015