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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.
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ATD: Threat Detection Problems in Precision Agriculture and Satellite Imaging
8/15/18 → 7/31/21
Project: Research project
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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 -
Regularized variational data assimilation for bias treatment using the Wasserstein metric
Tamang, S. K., Ebtehaj, A., Zou, D. & Lerman, G., Jul 1 2020, In: Quarterly Journal of the Royal Meteorological Society. 146, 730, p. 2332-2346 15 p.Research output: Contribution to journal › Article › peer-review
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Robust sparse covariance estimation by thresholding Tyler's m-estimator
Goes, J., Lerman, G. & Nadler, B., 2020, In: Annals of Statistics. 48, 1, p. 86-110 25 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
A well-tempered landscape for non-convex robust subspace recovery
Maunu, T., Zhang, T. & Lerman, G., Feb 1 2019, In: Journal of Machine Learning Research. 20Research output: Contribution to journal › Article › peer-review
5 Scopus citations -
Encoding robust representation for graph generation
Zou, D. & Lerman, G., Jul 2019, 2019 International Joint Conference on Neural Networks, IJCNN 2019. Institute of Electrical and Electronics Engineers Inc., 8851705. (Proceedings of the International Joint Conference on Neural Networks; vol. 2019-July).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
2 Scopus citations