Robust subspace clustering

11 January 2013

Emmanuel J. Candès

Papers citing "Robust subspace clustering"

50 / 115 papers shown

Title
Locally Regularized Sparse Graph by Fast Proximal Gradient Descent Dongfang Sun Yingzhen Yang 11 0 0 25 Sep 2024
Adversarial Examples Might be Avoidable: The Role of Data Concentration in Adversarial Robustness Ambar Pal Huaijin Hao René Vidal 9 8 0 28 Sep 2023
Unsupervised Manifold Linearizing and Clustering Tianjiao Ding Shengbang Tong Kwan Ho Ryan Chan Xili Dai Y. Ma B. Haeffele 8 11 0 04 Jan 2023
Variable Clustering via Distributionally Robust Nodewise Regression Kaizheng Wang Xiao Xu X. Zhou OOD 19 1 0 15 Dec 2022
The Geometry of Self-supervised Learning Models and its Impact on Transfer Learning Romain Cosentino Sarath Shekkizhar Mahdi Soltanolkotabi A. Avestimehr Antonio Ortega SSL 17 7 0 18 Sep 2022
Sparse Subspace Clustering in Diverse Multiplex Network Model M. Noroozi Marianna Pensky 12 7 0 15 Jun 2022
Convergence and Recovery Guarantees of the K-Subspaces Method for Subspace Clustering Peng Wang Huikang Liu Anthony Man-Cho So Laura Balzano 11 9 0 11 Jun 2022
Fusion Subspace Clustering for Incomplete Data Usman Mahmood Daniel L. Pimentel-Alarcón 9 0 0 22 May 2022
Greedier is Better: Selecting Multiple Neighbors per Iteration for Sparse Subspace Clustering Jwo-Yuh Wu L. Huang Wen-Hsuan Li Chunxi Liu Rung-Hung Gau 17 0 0 06 Apr 2022
Incremental Learning of Structured Memory via Closed-Loop Transcription Shengbang Tong Xili Dai Ziyang Wu Mingyang Li Brent Yi Yi-An Ma CLL 20 18 0 11 Feb 2022
Learning a Self-Expressive Network for Subspace Clustering Shangzhi Zhang Chong You René Vidal Chun-Guang Li 15 44 0 08 Oct 2021
Convex Latent Effect Logit Model via Sparse and Low-rank Decomposition Hongyuan Zhan Kamesh Madduri V. Shankar 8 0 0 22 Aug 2021
A Simple Approach to Automated Spectral Clustering Jicong Fan Y. Tu Zhao Zhang Mingbo Zhao Haijun Zhang 10 18 0 23 Jul 2021
PPGN: Physics-Preserved Graph Networks for Real-Time Fault Location in Distribution Systems with Limited Observation and Labels Wenting Li Deepjyoti Deka 14 4 0 05 Jul 2021
Imperceptible Adversarial Examples for Fake Image Detection Quanyu Liao Yuezun Li Xiaoqiang Guo Bin Kong Yingxin Zhu Jianlei Liu Zhuqing Jiang Qi Song Xi Wu AAML 68 34 0 03 Jun 2021
A Critique of Self-Expressive Deep Subspace Clustering B. Haeffele Chong You René Vidal 6 23 0 08 Oct 2020
Is an Affine Constraint Needed for Affine Subspace Clustering? Chong You Chun-Guang Li Daniel P. Robinson René Vidal 27 24 0 08 May 2020
Stochastic Sparse Subspace Clustering Ying Chen Chun-Guang Li Chong You 25 67 0 04 May 2020
Learnable Subspace Clustering Jun Li Hongfu Liu Zhiqiang Tao Handong Zhao Y. Fu 9 27 0 09 Apr 2020
Provably Efficient Exploration for Reinforcement Learning Using Unsupervised Learning Fei Feng Ruosong Wang W. Yin S. Du Lin F. Yang OffRL SSL 11 7 0 15 Mar 2020
Bringing in the outliers: A sparse subspace clustering approach to learn a dictionary of mouse ultrasonic vocalizations Jiaxi Wang Karel Mundnich A. Knoll P. Levitt Shrikanth Narayanan 14 4 0 12 Mar 2020
List-Decodable Subspace Recovery: Dimension Independent Error in Polynomial Time Ainesh Bakshi Pravesh Kothari 15 23 0 12 Feb 2020
List Decodable Subspace Recovery P. Raghavendra Morris Yau 18 25 0 07 Feb 2020
The Hierarchy of Block Models M. Noroozi Marianna Pensky 15 2 0 07 Feb 2020
Provable Noisy Sparse Subspace Clustering using Greedy Neighbor Selection: A Coherence-Based Perspective Jwo-Yuh Wu Wen-Hsuan Li L. Huang Yen-Ping Lin Chun-Hung Liu Rung-Hung Gau 12 0 0 02 Feb 2020
Basis Pursuit and Orthogonal Matching Pursuit for Subspace-preserving Recovery: Theoretical Analysis Daniel P. Robinson René Vidal Chong You 14 9 0 30 Dec 2019
A Robust Spectral Clustering Algorithm for Sub-Gaussian Mixture Models with Outliers Prateek Srivastava Purnamrita Sarkar G. A. Hanasusanto 14 14 0 16 Dec 2019
Unsupervised Feature Selection based on Adaptive Similarity Learning and Subspace Clustering Mohsen Ghasemi Parsa Hadi Zare M. Ghatee 14 33 0 10 Dec 2019
Dictionary Learning with Almost Sure Error Constraints Mohammed Rayyan Sheriff Debasish Chatterjee 6 3 0 19 Oct 2019
Sparse Popularity Adjusted Stochastic Block Model M. Noroozi Marianna Pensky R. Rimal 14 6 0 03 Oct 2019
Large-Scale Sparse Subspace Clustering Using Landmarks Farhad Pourkamali-Anaraki 9 4 0 02 Aug 2019
Theory of Spectral Method for Union of Subspaces-Based Random Geometry Graph Gen Li Yuantao Gu 11 3 0 25 Jul 2019
Unraveling the Veil of Subspace RIP Through Near-Isometry on Subspaces Xingyu Xu Gen Li Yuantao Gu 4 7 0 23 May 2019
Multimodal Representation Learning using Deep Multiset Canonical Correlation Krishna Somandepalli Naveen Kumar R. Travadi Shrikanth Narayanan 13 5 0 03 Apr 2019
Robust Alignment for Panoramic Stitching via an Exact Rank Constraint Yuelong Li M. Tofighi V. Monga 6 18 0 01 Apr 2019
Transfer Adaptation Learning: A Decade Survey Lei Zhang Xinbo Gao OOD 43 181 0 12 Mar 2019
Estimation and Clustering in Popularity Adjusted Stochastic Block Model M. Noroozi R. Rimal Marianna Pensky 26 3 0 01 Feb 2019
Dual Principal Component Pursuit: Probability Analysis and Efficient Algorithms Zhihui Zhu Yifan Wang Daniel P. Robinson D. Naiman René Vidal M. Tsakiris 7 4 0 24 Dec 2018
Evolutionary Self-Expressive Models for Subspace Clustering Abolfazl Hashemi H. Vikalo 26 10 0 29 Oct 2018
Accurate and Scalable Image Clustering Based On Sparse Representation of Camera Fingerprint Quoc-Tin Phan G. Boato F. D. De Natale 6 17 0 18 Oct 2018
Learning by Unsupervised Nonlinear Diffusion Mauro Maggioni James M. Murphy DiffM 14 41 0 15 Oct 2018
Structured and Unstructured Outlier Identification for Robust PCA: A Non iterative, Parameter free Algorithm V. Menon Sheetal Kalyani 11 16 0 11 Sep 2018
On Geometric Analysis of Affine Sparse Subspace Clustering Chun-Guang Li Chong You René Vidal 11 30 0 17 Aug 2018
Moving Object Segmentation in Jittery Videos by Stabilizing Trajectories Modeled in Kendall's Shape Space Geethu Miriam Jacob Sukhendu Das VOS 12 1 0 14 Aug 2018
Fusion Subspace Clustering: Full and Incomplete Data Daniel L. Pimentel-Alarcón Usman Mahmood 12 0 0 02 Aug 2018
Mixture Matrix Completion Daniel L. Pimentel-Alarcón 11 7 0 02 Aug 2018
$Scalable Sparse Subspace Clustering via Ordered Weighted $\ell_1$ Regression$ Scalable Sparse Subspace Clustering via Ordered Weighted $\ell_1$ Regression Urvashi Oswal Robert D. Nowak 11 3 0 10 Jul 2018
Subspace Clustering by Block Diagonal Representation Canyi Lu Jiashi Feng Zhouchen Lin Tao Mei Shuicheng Yan 9 353 0 23 May 2018
Efficient Solvers for Sparse Subspace Clustering Farhad Pourkamali Anaraki James Folberth Stephen Becker 4 33 0 17 Apr 2018
Fast, Parameter free Outlier Identification for Robust PCA V. Menon Sheetal Kalyani 17 2 0 13 Apr 2018