Homotopy Analysis for Tensor PCA

Homotopy Analysis for Tensor PCA

28 October 2016

Anima Anandkumar

Papers citing "Homotopy Analysis for Tensor PCA"

11 / 11 papers shown

Title
Sharp Analysis of Power Iteration for Tensor PCA Yuchen Wu Kangjie Zhou 23 0 0 02 Jan 2024
Smoothing the Landscape Boosts the Signal for SGD: Optimal Sample Complexity for Learning Single Index Models Alexandru Damian Eshaan Nichani Rong Ge Jason D. Lee MLT 29 33 0 18 May 2023
Deflated HeteroPCA: Overcoming the curse of ill-conditioning in heteroskedastic PCA Yuchen Zhou Yuxin Chen 38 4 0 10 Mar 2023
ConViT: Improving Vision Transformers with Soft Convolutional Inductive Biases Stéphane dÁscoli Hugo Touvron Matthew L. Leavitt Ari S. Morcos Giulio Biroli Levent Sagun ViT 18 800 0 19 Mar 2021
Optimal High-order Tensor SVD via Tensor-Train Orthogonal Iteration Yuchen Zhou Anru R. Zhang Lili Zheng Yazhen Wang 19 22 0 06 Oct 2020
Notes on Computational Hardness of Hypothesis Testing: Predictions using the Low-Degree Likelihood Ratio Dmitriy Kunisky Alexander S. Wein Afonso S. Bandeira 8 135 0 26 Jul 2019
How to iron out rough landscapes and get optimal performances: Averaged Gradient Descent and its application to tensor PCA Giulio Biroli C. Cammarota F. Ricci-Tersenghi 15 27 0 29 May 2019
Relative Error Tensor Low Rank Approximation Zhao-quan Song David P. Woodruff Peilin Zhong 13 122 0 26 Apr 2017
Tensor SVD: Statistical and Computational Limits Anru R. Zhang Dong Xia 18 167 0 08 Mar 2017
Fast Rates for Empirical Risk Minimization of Strict Saddle Problems Alon Gonen Shai Shalev-Shwartz 20 29 0 16 Jan 2017
The Loss Surfaces of Multilayer Networks A. Choromańska Mikael Henaff Michaël Mathieu Gerard Ben Arous Yann LeCun ODL 175 1,184 0 30 Nov 2014