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Fingerprint The Fingerprint is created by mining the titles and abstracts of the person's research outputs and projects/funding awards to create an index of weighted terms from discipline-specific thesauri.

Subspace Mathematics
Recovery Engineering & Materials Science
Spectral Clustering Mathematics
High-dimensional Mathematics
Outlier Mathematics
Curvature Mathematics
Computer vision Engineering & Materials Science
Clustering algorithms Engineering & Materials Science

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Projects 2006 2021

Research Output 1998 2019

  • 29 Article
  • 8 Conference contribution
  • 1 Conference article
  • 1 Review article

Graph convolutional neural networks via scattering

Zou, D. & Lerman, G., Jan 1 2019, In : Applied and Computational Harmonic Analysis.

Research output: Contribution to journalArticle

Neural Networks
Neural networks
Graph in graph theory
9 Citations (Scopus)

An Overview of Robust Subspace Recovery

Lerman, G. & Maunu, T., Aug 1 2018, In : Proceedings of the IEEE. 106, 8, p. 1380-1410 31 p., 8425657.

Research output: Contribution to journalReview article


Distributed robust subspace recovery

Huroyan, V. & Lerman, G., Jan 1 2018, In : SIAM Journal on Scientific Computing. 40, 5, p. A3067-A3090

Research output: Contribution to journalArticle

Gradient methods
Ad hoc networks
Linear Convergence
2 Citations (Scopus)

Estimation of Camera Locations in Highly Corrupted Scenarios: All about that Base, No Shape Trouble

Lerman, G. & Shi, Y., Dec 14 2018, Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2018. IEEE Computer Society, p. 2868-2876 9 p. 8578401. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

Research output: Chapter in Book/Report/Conference proceedingConference contribution


Exact camera location recovery by least unsquared deviations

Lerman, G., Shi, Y. & Zhang, T., Jan 1 2018, In : SIAM Journal on Imaging Sciences. 11, 4, p. 2692-2721 30 p.

Research output: Contribution to journalArticle