Boris Landa
Assistant Professor of Electrical & Computer Engineering
Office Address:
12 Hillhouse Avenue
New Haven, CT 06511
Mailing Address:
P.O. Box 208284
New Haven, CT 06520
About Boris Landa
Degrees
- Ph.D., M.S., Tel Aviv University, Israel
- B.S., Technion, Israel
Perspectives
Landa's research is in statistical signal processing and geometric data analysis, focusing on developing theoretical and computational tools for processing and analyzing large datasets.
Selected Publications
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Boris Landa and Xiuyuan Cheng. "Robust Inference of Manifold Density and Geometry by Doubly Stochastic Scaling". SIAM Journal on Mathematics of Data Science (2023)
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Boris Landa, Thomas T.C.K. Zhang, Yuval Kluger. "Biwhitening Reveals the Rank of a Count Matrix". SIAM Journal on Mathematics of Data Science 4, no. 4 (2022): 1420-1446.
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Boris Landa, Ronald R.Coifman, Yuval Kluger. "Doubly Stochastic Normalization of the Gaussian Kernel is Robust to Heteroskedastic Noise". SIAM Journal on Mathematics of Data Science 3 (1), 388-413 (2021).
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Boris Landa and Yoel Shkolnisky. "Multi-reference factor analysis: low-rank covariance estimation under unknown translations". Information and Inference: A Journal of the IMA 10, no. 3 (2021): 773-812.
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Boris Landa and Yoel Shkolnisky. "The Steerable Graph Laplacian and its Application to Filtering Image Datasets." SIAM Journal on Imaging Sciences, 11(4):2254--2304, 2018.
