Structured Sampling for Robust Euclidean Distance Geometry

v1v2 (latest)

Structured Sampling for Robust Euclidean Distance Geometry

14 December 2024

ArXiv (abs)PDF HTML

Papers citing "Structured Sampling for Robust Euclidean Distance Geometry"

17 / 17 papers shown

Title
A Dual Basis Approach for Structured Robust Euclidean Distance Geometry Chandra Kundu Abiy Tasissa HanQin Cai 48 0 0 23 May 2025
Sample-Efficient Geometry Reconstruction from Euclidean Distances using Non-Convex Optimization Ipsita Ghosh Abiy Tasissa Christian Kümmerle 67 3 0 22 Oct 2024
Guarantees of a Preconditioned Subgradient Algorithm for Overparameterized Asymmetric Low-rank Matrix Recovery Paris Giampouras HanQin Cai René Vidal 128 4 0 22 Oct 2024
Riemannian Optimization for Non-convex Euclidean Distance Geometry with Global Recovery Guarantees Chandler Smith HanQin Cai Abiy Tasissa 62 4 0 08 Oct 2024
On the Robustness of Cross-Concentrated Sampling for Matrix Completion HanQin Cai Longxiu Huang Chandra Kundu Bowen Su 58 4 0 28 Jan 2024
Matrix Completion with Cross-Concentrated Sampling: Bridging Uniform Sampling and CUR Sampling HanQin Cai Longxiu Huang Pengyu Li Deanna Needell 82 16 0 20 Aug 2022
Riemannian CUR Decompositions for Robust Principal Component Analysis Keaton Hamm Mohamed Meskini HanQin Cai 73 9 0 17 Jun 2022
Learned Robust PCA: A Scalable Deep Unfolding Approach for High-Dimensional Outlier Detection HanQin Cai Jialin Liu W. Yin 105 42 0 11 Oct 2021
Robust CUR Decomposition: Theory and Imaging Applications HanQin Cai Keaton Hamm Longxiu Huang Deanna Needell 59 43 0 05 Jan 2021
Rapid Robust Principal Component Analysis: CUR Accelerated Inexact Low Rank Estimation HanQin Cai Keaton Hamm Longxiu Huang Jiaqi Li Tao Wang 44 44 0 14 Oct 2020
Accelerating Ill-Conditioned Low-Rank Matrix Estimation via Scaled Gradient Descent Tian Tong Cong Ma Yuejie Chi 77 119 0 18 May 2020
Perturbation Bounds for Procrustes, Classical Scaling, and Trilateration, with Applications to Manifold Learning E. Arias-Castro Adel Javanmard Bruno Pelletier 48 22 0 22 Oct 2018
Exact Reconstruction of Euclidean Distance Geometry Problem Using Low-rank Matrix Completion Abiy Tasissa Rongjie Lai 56 34 0 12 Apr 2018
Accelerated Alternating Projections for Robust Principal Component Analysis HanQin Cai Jian-Feng Cai Ke Wei 70 68 0 15 Nov 2017
Robust PCA by Manifold Optimization Teng Zhang Yi Yang 79 45 0 01 Aug 2017
Revisiting the Nystrom Method for Improved Large-Scale Machine Learning Alex Gittens Michael W. Mahoney 120 416 0 07 Mar 2013
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 693 31,553 0 16 Jan 2013