A statistical model for tensor PCA

4 November 2014

Papers citing "A statistical model for tensor PCA"

8 / 8 papers shown

Title
Feature learning from non-Gaussian inputs: the case of Independent Component Analysis in high dimensions Fabiola Ricci Lorenzo Bardone Sebastian Goldt OOD 134 0 0 31 Mar 2025
Towards Quantum Tensor Decomposition in Biomedical Applications Myson Burch Jiasen Zhang Gideon Idumah Hakan Doga R. Lartey ... Weihong Guo Ying Ni Laxmi Parida Xiaojuan Li Aritra Bose 111 2 0 18 Feb 2025
A Random Matrix Approach to Low-Multilinear-Rank Tensor Approximation Hugo Lebeau Florent Chatelain Romain Couillet 108 3 0 05 Feb 2024
Sharp Analysis of Power Iteration for Tensor PCA Yuchen Wu Kangjie Zhou 97 0 0 02 Jan 2024
Precise Asymptotic Generalization for Multiclass Classification with Overparameterized Linear Models David X. Wu A. Sahai 41 3 0 23 Jun 2023
Subexponential-Time Algorithms for Sparse PCA Yunzi Ding Dmitriy Kunisky Alexander S. Wein Afonso S. Bandeira 64 58 0 26 Jul 2019
Tensor decompositions for learning latent variable models Anima Anandkumar Rong Ge Daniel J. Hsu Sham Kakade Matus Telgarsky 266 1,142 0 29 Oct 2012
Approximate Message Passing with Consistent Parameter Estimation and Applications to Sparse Learning Ulugbek S. Kamilov S. Rangan A. Fletcher M. Unser 64 98 0 17 Jul 2012