Maryam Abdolali

Orcid: 0000-0001-7032-4498

According to our database1, Maryam Abdolali authored at least 10 papers between 2017 and 2022.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of five.

Timeline

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PhD thesis 
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Bibliography

2022
Revisiting data augmentation for subspace clustering.
Knowl. Based Syst., 2022

Subspace Clustering Using Unsupervised Data Augmentation.
Proceedings of the IEEE International Conference on Acoustics, 2022

2021
Simplex-Structured Matrix Factorization: Sparsity-Based Identifiability and Provably Correct Algorithms.
SIAM J. Math. Data Sci., 2021

Beyond linear subspace clustering: A comparative study of nonlinear manifold clustering algorithms.
Comput. Sci. Rev., 2021

2020
Neither global nor local: A hierarchical robust subspace clustering for image data.
Inf. Sci., 2020

2019
Scalable and robust sparse subspace clustering using randomized clustering and multilayer graphs.
Signal Process., 2019

Robust subspace clustering for image data using clean dictionary estimation and group lasso based matrix completion.
J. Vis. Commun. Image Represent., 2019

From Local to Global Subspace Clustering for Image Data.
Proceedings of the IEEE International Conference on Acoustics, 2019

2017
Multiscale Decomposition in Low-Rank Approximation.
IEEE Signal Process. Lett., 2017

Automatic segmentation of mandibular canal in cone beam CT images using conditional statistical shape model and fast marching.
Int. J. Comput. Assist. Radiol. Surg., 2017


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