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2020 – today
- 2024
[i6]Maryam Abdolali, Giovanni Barbarino, Nicolas Gillis:
Dual Simplex Volume Maximization for Simplex-Structured Matrix Factorization. CoRR abs/2403.20197 (2024)- 2022
- [j8]Maryam Abdolali
, Nicolas Gillis:
Revisiting data augmentation for subspace clustering. Knowl. Based Syst. 258: 109974 (2022) - [c2]Maryam Abdolali, Nicolas Gillis:
Subspace Clustering Using Unsupervised Data Augmentation. ICASSP 2022: 3868-3872 - [i5]Maryam Abdolali, Nicolas Gillis:
Revisiting data augmentation for subspace clustering. CoRR abs/2207.09728 (2022) - 2021
- [j7]Maryam Abdolali, Nicolas Gillis:
Beyond linear subspace clustering: A comparative study of nonlinear manifold clustering algorithms. Comput. Sci. Rev. 42: 100435 (2021) - [j6]Maryam Abdolali, Nicolas Gillis:
Simplex-Structured Matrix Factorization: Sparsity-Based Identifiability and Provably Correct Algorithms. SIAM J. Math. Data Sci. 3(2): 593-623 (2021) - [i4]Maryam Abdolali, Nicolas Gillis:
Beyond Linear Subspace Clustering: A Comparative Study of Nonlinear Manifold Clustering Algorithms. CoRR abs/2103.10656 (2021) - 2020
- [j5]Maryam Abdolali, Mohammad Rahmati:
Neither global nor local: A hierarchical robust subspace clustering for image data. Inf. Sci. 514: 333-353 (2020) - [i3]Maryam Abdolali, Nicolas Gillis:
Simplex-Structured Matrix Factorization: Sparsity-based Identifiability and Provably Correct Algorithms. CoRR abs/2007.11446 (2020)
2010 – 2019
- 2019
- [j4]Maryam Abdolali, Mohammad Rahmati:
Robust subspace clustering for image data using clean dictionary estimation and group lasso based matrix completion. J. Vis. Commun. Image Represent. 61: 303-314 (2019) - [j3]Maryam Abdolali, Nicolas Gillis, Mohammad Rahmati:
Scalable and robust sparse subspace clustering using randomized clustering and multilayer graphs. Signal Process. 163: 166-180 (2019) - [c1]Maryam Abdolali, Mohammad Rahmati:
From Local to Global Subspace Clustering for Image Data. ICASSP 2019: 3787-3791 - [i2]Maryam Abdolali, Mohammad Rahmati:
Neither Global Nor Local: A Hierarchical Robust Subspace Clustering For Image Data. CoRR abs/1905.07220 (2019) - 2018
- [i1]Maryam Abdolali, Nicolas Gillis, Mohammad Rahmati:
Scalable and Robust Sparse Subspace Clustering Using Randomized Clustering and Multilayer Graphs. CoRR abs/1802.07648 (2018) - 2017
- [j2]Fatemeh Abdolali, Reza Aghaeizadeh Zoroofi, Maryam Abdolali, Futoshi Yokota, Yoshito Otake, Yoshinobu Sato:
Automatic segmentation of mandibular canal in cone beam CT images using conditional statistical shape model and fast marching. Int. J. Comput. Assist. Radiol. Surg. 12(4): 581-593 (2017) - [j1]Maryam Abdolali, Mohammad Rahmati:
Multiscale Decomposition in Low-Rank Approximation. IEEE Signal Process. Lett. 24(7): 1015-1019 (2017)
Coauthor Index
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