Boris Landa

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 17

Top Topics

Gaussian Kernel

Factor Analysis

Doubly Stochastic

Graph Laplacian

Top Venues

SIAM J. Math. Data Sci.

SIAM J. Imaging Sci.

Publications

Boris Landa, Yuval Kluger, Rong Ma
Entropic Optimal Transport Eigenmaps for Nonlinear Alignment and Joint Embedding of High-Dimensional Datasets. CoRR (2024)
Boris Landa, Xiuyuan Cheng
Robust Inference of Manifold Density and Geometry by Doubly Stochastic Scaling. SIAM J. Math. Data Sci. 5 (3) (2023)
Boris Landa, Thomas T. C. K. Zhang, Yuval Kluger
Biwhitening Reveals the Rank of a Count Matrix. SIAM J. Math. Data Sci. 4 (4) (2022)
Boris Landa, Xiuyuan Cheng
Robust Inference of Manifold Density and Geometry by Doubly Stochastic Scaling. CoRR (2022)
Xiuyuan Cheng, Boris Landa
Bi-stochastically normalized graph Laplacian: convergence to manifold Laplacian and robustness to outlier noise. CoRR (2022)
Boris Landa, Ronald R. Coifman, Yuval Kluger
Doubly Stochastic Normalization of the Gaussian Kernel Is Robust to Heteroskedastic Noise. SIAM J. Math. Data Sci. 3 (1) (2021)
Yariv Aizenbud, Boris Landa, Yoel Shkolnisky
Rank-one multi-reference factor analysis. Stat. Comput. 31 (1) (2021)
Boris Landa, Thomas T. C. K. Zhang, Yuval Kluger
Biwhitening Reveals the Rank of a Count Matrix. CoRR (2021)
Boris Landa, Ronald R. Coifman, Yuval Kluger
Doubly-Stochastic Normalization of the Gaussian Kernel is Robust to Heteroskedastic Noise. CoRR (2020)
Boris Landa
Scaling positive random matrices: concentration and asymptotic convergence. CoRR (2020)
Nir Sharon, Joe Kileel, Yuehaw Khoo, Boris Landa, Amit Singer
Method of moments for 3-D single particle ab initio modeling with non-uniform distribution of viewing angles. CoRR (2019)
Boris Landa, Yoel Shkolnisky
Multi-reference factor analysis: low-rank covariance estimation under unknown translations. CoRR (2019)
Yariv Aizenbud, Boris Landa, Yoel Shkolnisky
Rank-one Multi-Reference Factor Analysis. CoRR (2019)
Boris Landa, Yoel Shkolnisky
The Steerable Graph Laplacian and its Application to Filtering Image Datasets. SIAM J. Imaging Sci. 11 (4) (2018)
Boris Landa, Yoel Shkolnisky
The steerable graph Laplacian and its application to filtering image data-sets. CoRR (2018)
Boris Landa, Yoel Shkolnisky
Steerable Principal Components for Space-Frequency Localized Images. SIAM J. Imaging Sci. 10 (2) (2017)
Boris Landa, Yoel Shkolnisky
Steerable Principal Components for Space-Frequency Localized Images. CoRR (2016)