Projects per year
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.
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Mathematically-Guaranteed Global Solutions to Structure-from-Motion
THE NATIONAL SCIENCE FOUNDATION
8/1/22 → 7/31/25
Project: Research project
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ATD: Robustness, privacy and fairness in threat detection
THE NATIONAL SCIENCE FOUNDATION
9/1/21 → 8/31/24
Project: Research project
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ATD: Threat Detection Problems in Precision Agriculture and Satellite Imaging
THE NATIONAL SCIENCE FOUNDATION
8/15/18 → 7/31/22
Project: Research project
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Theory-Driven Solutions to Robust and Non-Convex Data Sc
THE NATIONAL SCIENCE FOUNDATION
7/1/18 → 6/30/21
Project: Research project
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An Unpooling Layer for Graph Generation
Guo, Y., Zou, D. & Lerman, G., 2023, In: Proceedings of Machine Learning Research. 206, p. 3179-3209 31 p.Research output: Contribution to journal › Conference article › peer-review
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Depth Descent Synchronization in SO(D)
Maunu, T. & Lerman, G., Apr 2023, In: International Journal of Computer Vision. 131, 4, p. 968-986 19 p.Research output: Contribution to journal › Article › peer-review
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Robust Variational Autoencoding with Wasserstein Penalty for Novelty Detection
Lai, C. H., Zou, D. & Lerman, G., 2023, In: Proceedings of Machine Learning Research. 206, p. 3538-3567 30 p.Research output: Contribution to journal › Conference article › peer-review
1 Scopus citations -
Analysis and algorithms for ℓp-based semi-supervised learning on graphs
Flores, M., Calder, J. & Lerman, G., Sep 2022, In: Applied and Computational Harmonic Analysis. 60, p. 77-122 46 p.Research output: Contribution to journal › Article › peer-review
Open Access8 Scopus citations -
Ensemble Riemannian data assimilation: Towards large-scale dynamical systems
Tamang, S. K., Ebtehaj, A., Van Leeuwen, P. J., Lerman, G. & Foufoula, E., Feb 18 2022, In: Nonlinear Processes in Geophysics. 29, 1, p. 77-92 16 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations
Datasets
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Ensemble Riemannian Data Assimilation for High-dimensional Nonlinear Dynamics
Tamang, S. K., Ebtehaj, A., van Leeuwen, P., Lerman, G. & Foufoula, E., Data Repository for the University of Minnesota, May 17 2021
https://hdl.handle.net/11299/220103
Dataset