Structured Sampling for Robust Euclidean Distance Geometry

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Structured Sampling for Robust Euclidean Distance Geometry

14 December 2024

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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 84 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 50 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