Scholar
Boris Landa
Google Scholar ID: AheM2OkAAAAJ
Yale University
Citations & Impact
Citations
461
H-index
11
i10-index
12
Publications
20
Co-authors
0
Contact
No contact links provided.
Resume (English only)
Academic Achievements
- Published multiple high-impact journal papers in venues such as SIAM Journal on Mathematics of Data Science, Information and Inference: A Journal of the IMA, and SIAM Journal on Imaging Sciences
- Notable works include:
- — 'Entropic Optimal Transport Eigenmaps for Nonlinear Alignment and Joint Embedding of High-Dimensional Datasets'
- — 'The Dyson Equalizer: Adaptive Noise Stabilization for Low-Rank Signal Detection and Recovery'
- — 'Robust Inference of Manifold Density and Geometry by Doubly Stochastic Scaling'
- — 'Biwhitening Reveals the Rank of a Count Matrix'
- — 'Doubly Stochastic Normalization of the Gaussian Kernel is Robust to Heteroskedastic Noise'
- — 'Multi-reference factor analysis: low-rank covariance estimation under unknown translations'
- — 'The Steerable Graph Laplacian and its Application to Filtering Image Datasets'
Background
- Assistant Professor in the Department of Electrical and Computer Engineering at Yale University
- Member of the Applied Math Program at Yale
- Research lies at the intersection of statistical signal processing and geometric data analysis
- Focuses on developing theoretical and computational tools for data processing and analysis
- Particularly interested in extracting low-dimensional structures from complex high-dimensional data under noise and deformations in real-world applications
Co-authors