Gilad Lerman

Professor, Mathematics

Research activity per year

If you made any changes in Pure these will be visible here soon.

Fingerprint

Dive into the research topics where Gilad Lerman is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

Network

Recent external collaboration on country level. Dive into details by clicking on the dots.

3 Active
5 Finished

ATD: Threat Detection Problems in Precision Agriculture and Satellite Imaging
Lerman, G.
National Science Foundation
8/15/18 → 7/31/21
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
CAREER: New Paradigms in Geometric Analysis of Data Sets
Lerman, G.
National Science Foundation
7/1/10 → 6/30/16
Project: Research project

51 Article
9 Conference contribution
1 Conference article
1 Review article

A Provably robust multiple rotation averaging scheme for so(2)
Maunu, T. & Lerman, G., Feb 12 2020, In: Unknown Journal.
Research output: Contribution to journal › Article › peer-review
Graph convolutional neural networks via scattering
Zou, D. & Lerman, G., Nov 2020, In: Applied and Computational Harmonic Analysis. 49, 3, p. 1046-1074 29 p.
Research output: Contribution to journal › Article › peer-review
6 Scopus citations
Message Passing Least Squares Framework and its Application to Rotation Synchronization
Shi, Y. & Lerman, G., Jul 27 2020, In: Unknown Journal.
Research output: Contribution to journal › Article › peer-review
Novelty Detection via Robust Variational Autoencoding
Lai, C. H., Zou, D. & Lerman, G., Jun 9 2020, In: Unknown Journal.
Research output: Contribution to journal › Article › peer-review
Regularized variational data assimilation for bias treatment using the wasserstein metric
Tamang, S. K., Ebtehaj, A. M., Zou, D. & Lerman, G., Mar 4 2020, In: Unknown Journal.
Research output: Contribution to journal › Article › peer-review