Maryam Abdolali

Giovanni Barbarino

SIAM J. Imaging Sci., 2024

2022

Revisiting data augmentation for subspace clustering.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2022

Subspace Clustering Using Unsupervised Data Augmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Simplex-Structured Matrix Factorization: Sparsity-Based Identifiability and Provably Correct Algorithms.

[BibT_eX]

[DOI]

SIAM J. Math. Data Sci., 2021

Beyond linear subspace clustering: A comparative study of nonlinear manifold clustering algorithms.

[BibT_eX]

[DOI]

Comput. Sci. Rev., 2021

2020

Neither global nor local: A hierarchical robust subspace clustering for image data.

[BibT_eX]

[DOI]

Inf. Sci., 2020

2019

Scalable and robust sparse subspace clustering using randomized clustering and multilayer graphs.

[BibT_eX]

[DOI]

Signal Process., 2019

Robust subspace clustering for image data using clean dictionary estimation and group lasso based matrix completion.

[BibT_eX]

[DOI]

J. Vis. Commun. Image Represent., 2019

From Local to Global Subspace Clustering for Image Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

2017

Multiscale Decomposition in Low-Rank Approximation.

[BibT_eX]

[DOI]