Statistical thresholds for Tensor PCA

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Statistical thresholds for Tensor PCA

8 December 2018

Aukosh Jagannath

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Papers citing "Statistical thresholds for Tensor PCA"

14 / 14 papers shown

Title
Performance of Rank-One Tensor Approximation on Incomplete Data Hugo Lebeau 72 0 0 10 Apr 2025
Statistical Limits in Random Tensors with Multiple Correlated Spikes Yang Qi Alexis Decurninge 80 0 0 05 Mar 2025
An Introduction to Complex Random Tensors Divya Pandey Alexis Decurninge Harry Leib 59 1 0 23 Apr 2024
Sampling with flows, diffusion and autoregressive neural networks: A spin-glass perspective Davide Ghio Yatin Dandi Florent Krzakala Lenka Zdeborová DiffM 67 29 0 27 Aug 2023
Optimizing Orthogonalized Tensor Deflation via Random Tensor Theory M. Seddik Mohammed Mahfoud Merouane Debbah 59 1 0 11 Feb 2023
On the Accuracy of Hotelling-Type Tensor Deflation: A Random Tensor Analysis M. Seddik M. Guillaud Alexis Decurninge 46 1 0 16 Nov 2022
On free energy barriers in Gaussian priors and failure of cold start MCMC for high-dimensional unimodal distributions Afonso S. Bandeira Antoine Maillard Richard Nickl Sven Wang 83 10 0 05 Sep 2022
High-dimensional limit theorems for SGD: Effective dynamics and critical scaling Gerard Ben Arous Reza Gheissari Aukosh Jagannath 131 59 0 08 Jun 2022
Selective Multiple Power Iteration: from Tensor PCA to gradient-based exploration of landscapes M. Ouerfelli M. Tamaazousti V. Rivasseau 75 7 0 23 Dec 2021
Power Iteration for Tensor PCA Jiaoyang Huang Daniel Zhengyu Huang Qing Yang Guang Cheng 69 19 0 26 Dec 2020
Reducibility and Statistical-Computational Gaps from Secret Leakage Matthew Brennan Guy Bresler 99 91 0 16 May 2020
The Overlap Gap Property in Principal Submatrix Recovery D. Gamarnik Aukosh Jagannath S. Sen 62 29 0 26 Aug 2019
Notes on Computational Hardness of Hypothesis Testing: Predictions using the Low-Degree Likelihood Ratio Dmitriy Kunisky Alexander S. Wein Afonso S. Bandeira 99 148 0 26 Jul 2019
The Kikuchi Hierarchy and Tensor PCA Alexander S. Wein A. Alaoui Cristopher Moore 74 62 0 08 Apr 2019