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.
Subspace
Mathematics
Recovery
Mathematics
Spectral Clustering
Mathematics
High-dimensional
Mathematics
Outlier
Mathematics
Principal component analysis
Engineering & Materials Science
Curvature
Mathematics
Computer vision
Engineering & Materials Science
Network
Recent external collaboration on country level. Dive into details by clicking on the dots.
Projects 2006 2021
ATD: Threat Detection Problems in Precision Agriculture and Satellite Imaging
8/15/18 → 7/31/21
Project: Research project
precision agriculture
detection
Robust Variational Data Assimilation under Incomplete and Inaccurate Inputs: Extremes, Biases, and Observability in Joint Assimilation of Satellite Precipitation and Soil Moisture
8/15/18 → 8/14/21
Project: Research project
data assimilation
soil moisture
assimilation
science
modeling
Geometric Analysis
Paradigm
Research Output 1998 2019
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
Recovery
Subspace
Gradient Descent Method
Gradient methods
Principal component analysis
1
Citation
(Scopus)
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
Scattering
Hardware
1
Citation
(Scopus)
Graph convolutional neural networks via scattering
Zou, D. & Lerman, G., Jan 1 2019, In : Applied and Computational Harmonic Analysis.Research output: Contribution to journal › Article
Scattering
Neural Networks
Neural networks
Graph in graph theory
Manipulation
12
Citations
(Scopus)
An Overview of Robust Subspace Recovery
Lerman, G. & Maunu, T., Aug 2018, In : Proceedings of the IEEE. 106, 8, p. 1380-1410 31 p., 8425657.Research output: Contribution to journal › Review article
Recovery
Distributed robust subspace recovery
Huroyan, V. & Lerman, G., Jan 1 2018, In : SIAM Journal on Scientific Computing. 40, 5, p. A3067-A3090Research output: Contribution to journal › Article
Recovery
Subspace
Gradient methods
Ad hoc networks
Linear Convergence