Entrywise Eigenvector Analysis of Random Matrices with Low Expected Rank

Entrywise Eigenvector Analysis of Random Matrices with Low Expected Rank

27 September 2017

Papers citing "Entrywise Eigenvector Analysis of Random Matrices with Low Expected Rank"

17 / 17 papers shown

Title
Exploiting Observation Bias to Improve Matrix Completion Yassir Jedra Sean Mann Charlotte Park Devavrat Shah 24 1 0 03 Jan 2025
Leave-One-Out Analysis for Nonconvex Robust Matrix Completion with General Thresholding Functions Tianming Wang Ke Wei 28 0 0 28 Jul 2024
Selecting the Number of Communities for Weighted Degree-Corrected Stochastic Block Models Yucheng Liu Xiaodong Li 30 0 0 08 Jun 2024
Differentially private exact recovery for stochastic block models Dung Nguyen Anil Vullikanti 18 2 0 04 Jun 2024
Valid Conformal Prediction for Dynamic GNNs Ed Davis Ian Gallagher Daniel J. Lawson Patrick Rubin-Delanchy AI4CE 32 3 0 29 May 2024
A Neural Collapse Perspective on Feature Evolution in Graph Neural Networks Vignesh Kothapalli Tom Tirer Joan Bruna 22 10 0 04 Jul 2023
ReSync: Riemannian Subgradient-based Robust Rotation Synchronization Huikang Liu Xiao Li Anthony Man-Cho So 12 3 0 24 May 2023
A Novel and Optimal Spectral Method for Permutation Synchronization Duc Nguyen An Zhang 14 1 0 21 Mar 2023
$Approximate message passing from random initialization with applications to $\mathbb{Z}_{2}$ synchronization$ Approximate message passing from random initialization with applications to $\mathbb{Z}_{2}$ synchronization Gen Li Wei Fan Yuting Wei 13 10 0 07 Feb 2023
A Generalized Latent Factor Model Approach to Mixed-data Matrix Completion with Entrywise Consistency Yunxiao Chen Xiaoou Li 11 0 0 17 Nov 2022
The Power of Two Matrices in Spectral Algorithms Souvik Dhara Julia Gaudio Elchanan Mossel Colin Sandon 13 7 0 12 Oct 2022
Minimax Optimal Clustering of Bipartite Graphs with a Generalized Power Method Guillaume Braun Hemant Tyagi 8 5 0 24 May 2022
Semi-Supervised Clustering of Sparse Graphs: Crossing the Information-Theoretic Threshold Jun Sheng Thomas Strohmer 9 0 0 24 May 2022
Multiway Spherical Clustering via Degree-Corrected Tensor Block Models Jiaxin Hu Miaoyan Wang 8 4 0 19 Jan 2022
Estimating Graph Dimension with Cross-validated Eigenvalues Fan Chen S. Roch Karl Rohe Shuqi Yu 16 11 0 06 Aug 2021
Robust high dimensional factor models with applications to statistical machine learning Jianqing Fan Kaizheng Wang Yiqiao Zhong Ziwei Zhu 19 53 0 12 Aug 2018
Signal-plus-noise matrix models: eigenvector deviations and fluctuations Joshua Cape M. Tang Carey E. Priebe 21 48 0 01 Feb 2018