Statistical limits of spiked tensor models

22 December 2016

Papers citing "Statistical limits of spiked tensor models"

20 / 20 papers shown

Title
An Introduction to Complex Random Tensors Divya Pandey Alexis Decurninge Harry Leib 44 1 0 23 Apr 2024
A Random Matrix Approach to Low-Multilinear-Rank Tensor Approximation Hugo Lebeau Florent Chatelain Romain Couillet 45 3 0 05 Feb 2024
Deflated HeteroPCA: Overcoming the curse of ill-conditioning in heteroskedastic PCA Yuchen Zhou Yuxin Chen 42 4 0 10 Mar 2023
Optimizing Orthogonalized Tensor Deflation via Random Tensor Theory M. Seddik Mohammed Mahfoud Merouane Debbah 35 1 0 11 Feb 2023
High-dimensional limit theorems for SGD: Effective dynamics and critical scaling Gerard Ben Arous Reza Gheissari Aukosh Jagannath 62 58 0 08 Jun 2022
The Franz-Parisi Criterion and Computational Trade-offs in High Dimensional Statistics Afonso S. Bandeira A. Alaoui Samuel B. Hopkins T. Schramm Alexander S. Wein Ilias Zadik 45 28 0 19 May 2022
Selective Multiple Power Iteration: from Tensor PCA to gradient-based exploration of landscapes M. Ouerfelli M. Tamaazousti V. Rivasseau 39 7 0 23 Dec 2021
Bernstein-Type Bounds for Beta Distribution Maciej Skorski 83 21 0 06 Jan 2021
Power Iteration for Tensor PCA Jiaoyang Huang Daniel Zhengyu Huang Qing Yang Guang Cheng 33 18 0 26 Dec 2020
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
Tensor Clustering with Planted Structures: Statistical Optimality and Computational Limits Yuetian Luo Anru R. Zhang 35 44 0 21 May 2020
Reducibility and Statistical-Computational Gaps from Secret Leakage Matthew Brennan Guy Bresler 35 86 0 16 May 2020
An Optimal Statistical and Computational Framework for Generalized Tensor Estimation Rungang Han Rebecca Willett Anru R. Zhang 27 65 0 26 Feb 2020
Notes on Computational Hardness of Hypothesis Testing: Predictions using the Low-Degree Likelihood Ratio Dmitriy Kunisky Alexander S. Wein Afonso S. Bandeira 29 136 0 26 Jul 2019
The All-or-Nothing Phenomenon in Sparse Linear Regression Galen Reeves Jiaming Xu Ilias Zadik 17 43 0 12 Mar 2019
An Information-Percolation Bound for Spin Synchronization on General Graphs Emmanuel Abbe E. Boix 16 8 0 08 Jun 2018
Complex energy landscapes in spiked-tensor and simple glassy models: ruggedness, arrangements of local minima and phase transitions V. Ros Gerard Ben Arous Giulio Biroli C. Cammarota 17 102 0 08 Apr 2018
Notes on computational-to-statistical gaps: predictions using statistical physics Afonso S. Bandeira Amelia Perry Alexander S. Wein AI4CE 25 57 0 29 Mar 2018
Phase transition in the spiked random tensor with Rademacher prior Wei-Kuo Chen 26 41 0 05 Dec 2017
Tensor SVD: Statistical and Computational Limits Anru R. Zhang Dong Xia 21 166 0 08 Mar 2017