Gilad Lerman

Emaillermanumnedu

Research activity per year

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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

2 Active
7 Finished

ATD: Robustness, privacy and fairness in threat detection
Lerman, G.
National Science Foundation
9/1/21 → 8/31/24
Project: Research project
ATD: Threat Detection Problems in Precision Agriculture and Satellite Imaging
Lerman, G.
National Science Foundation
8/15/18 → 7/31/22
Project: Research project
Robust Variational Data Assimilation under Incomplete and Inaccurate Inputs: Extremes, Biases, and Observability in Joint Assimilation of Satellite Precipitation and Soil Moisture
Ebtehaj, A. & Lerman, G.
NASA GODDARD SPACE FLIGHT CTR
8/15/18 → 8/14/21
Project: Research project
Theory-Driven Solutions to Robust and Non-Convex Data Sc
Lerman, G.
National Science Foundation
7/1/18 → 6/30/21
Project: Research project
Novel paradigms in geometric modeling of large and high-
Lerman, G.
National Science Foundation
7/15/14 → 6/30/18
Project: Research project

37 Article
11 Conference contribution
2 Conference article
1 Review article

Analysis and algorithms for ℓ_p-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
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 Access
Ensemble Riemannian data assimilation over the Wasserstein space
Tamang, S. K., Ebtehaj, A., Van Leeuwen, P. J., Zou, D. & Lerman, G., Jul 6 2021, In: Nonlinear Processes in Geophysics. 28, 3, p. 295-309 15 p.
Research output: Contribution to journal › Article › peer-review

Open Access
1 Scopus citations
Phase transition in random tensors with multiple independent spikes
Chen, W. K., Handschy, M. & Lerman, G., Aug 2021, In: Annals of Applied Probability. 31, 4, p. 1868-1913 46 p.
Research output: Contribution to journal › Article › peer-review
Robust Group Synchronization via Cycle-Edge Message Passing
Lerman, G. & Shi, Y., 2021, (Accepted/In press) In: Foundations of Computational Mathematics.
Research output: Contribution to journal › Article › peer-review

Open Access
1 Scopus citations

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
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Gilad Lerman

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ATD: Robustness, privacy and fairness in threat detection

ATD: Threat Detection Problems in Precision Agriculture and Satellite Imaging

Robust Variational Data Assimilation under Incomplete and Inaccurate Inputs: Extremes, Biases, and Observability in Joint Assimilation of Satellite Precipitation and Soil Moisture

Theory-Driven Solutions to Robust and Non-Convex Data Sc

Novel paradigms in geometric modeling of large and high-

Analysis and algorithms for ℓ_p-based semi-supervised learning on graphs

Ensemble Riemannian data assimilation: Towards large-scale dynamical systems

Ensemble Riemannian data assimilation over the Wasserstein space

Phase transition in random tensors with multiple independent spikes

Robust Group Synchronization via Cycle-Edge Message Passing

Ensemble Riemannian Data Assimilation for High-dimensional Nonlinear Dynamics

Gilad Lerman

Fingerprint

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