On the Connection Between Learning Two-Layers Neural Networks and Tensor
Decomposition

On the Connection Between Learning Two-Layers Neural Networks and Tensor Decomposition

20 February 2018

Andrea Montanari

Papers citing "On the Connection Between Learning Two-Layers Neural Networks and Tensor Decomposition"

17 / 17 papers shown

Title
Learning Gaussian Multi-Index Models with Gradient Flow: Time Complexity and Directional Convergence Berfin Simsek Amire Bendjeddou Daniel Hsu 46 0 0 13 Nov 2024
Provable Identifiability of Two-Layer ReLU Neural Networks via LASSO Regularization Geng Li G. Wang Jie Ding 34 3 0 07 May 2023
Tensor Networks Meet Neural Networks: A Survey and Future Perspectives Maolin Wang Yu Pan Zenglin Xu Xiangli Yang Guangxi Li A. Cichocki Andrzej Cichocki 55 19 0 22 Jan 2023
Lower Bounds for the Convergence of Tensor Power Iteration on Random Overcomplete Models Yuchen Wu Kangjie Zhou 29 6 0 07 Nov 2022
Performance Modeling Sparse MTTKRP Using Optical Static Random Access Memory on FPGA Sasindu Wijeratne Akhilesh R. Jaiswal Ajey P. Jacob Bingyi Zhang Viktor Prasanna 25 2 0 22 Aug 2022
Sharp asymptotics on the compression of two-layer neural networks Mohammad Hossein Amani Simone Bombari Marco Mondelli Rattana Pukdee Stefano Rini MLT 27 0 0 17 May 2022
A Robust Spectral Algorithm for Overcomplete Tensor Decomposition Samuel B. Hopkins T. Schramm Jonathan Shi 30 23 0 05 Mar 2022
Reconfigurable Low-latency Memory System for Sparse Matricized Tensor Times Khatri-Rao Product on FPGA Sasindu Wijeratne Rajgopal Kannan Viktor Prasanna 28 6 0 18 Sep 2021
Optimal High-order Tensor SVD via Tensor-Train Orthogonal Iteration Yuchen Zhou Anru R. Zhang Lili Zheng Yazhen Wang 26 22 0 06 Oct 2020
Reducibility and Statistical-Computational Gaps from Secret Leakage Matthew Brennan Guy Bresler 29 86 0 16 May 2020
Revisiting Landscape Analysis in Deep Neural Networks: Eliminating Decreasing Paths to Infinity Shiyu Liang Ruoyu Sun R. Srikant 35 19 0 31 Dec 2019
Optimization for deep learning: theory and algorithms Ruoyu Sun ODL 25 168 0 19 Dec 2019
Robust and Resource Efficient Identification of Two Hidden Layer Neural Networks M. Fornasier T. Klock Michael Rauchensteiner 21 18 0 30 Jun 2019
A Selective Overview of Deep Learning Jianqing Fan Cong Ma Yiqiao Zhong BDL VLM 38 136 0 10 Apr 2019
On the Convergence Rate of Training Recurrent Neural Networks Zeyuan Allen-Zhu Yuanzhi Li Zhao Song 23 191 0 29 Oct 2018
End-to-end Learning of a Convolutional Neural Network via Deep Tensor Decomposition Samet Oymak Mahdi Soltanolkotabi 21 12 0 16 May 2018
The Loss Surfaces of Multilayer Networks A. Choromańska Mikael Henaff Michaël Mathieu Gerard Ben Arous Yann LeCun ODL 183 1,185 0 30 Nov 2014