Keyi Li, Yuval Kluger, and Boris Landa. "Euclidean Distance Deflation under High-Dimensional Heteroskedastic Noise". arXiv.
Erez Peterfreund, Ofir Lindenbaum, Yuval Kluger, and Boris Landa. "Partition First, Embed Later: Laplacian-Based Feature Partitioning for Refined Embedding and Visualization of High-Dimensional Data." Proceedings of the 42nd International Conference on Machine Learning (ICML), 2025. [Spotlight & Oral Presentation]
Stanley III, Jay S., Junchen Yang, Ruiqi Li, Ofir Lindenbaum, Dmitry Kobak, Boris Landa, and Yuval Kluger. "Principled PCA separates signal from noise in omics count data." bioRxiv.
Boris Landa and Yuval Kluger. "The Dyson Equalizer: Adaptive Noise Stabilization for Low-Rank Signal Detection and Recovery". Information and Inference: A Journal of the IMA, 14(1), p.iaae036. arXiv. DOI.
Xiuyuan Cheng and Boris Landa. "Bi-stochastically normalized graph Laplacian: convergence to manifold Laplacian and robustness to outlier noise". Information and Inference: A Journal of the IMA 13, no. 4 (2024): iaae026. arXiv. DOI.
Boris Landa, Yuval Kluger, Rong Ma. "Entropic Optimal Transport Eigenmaps for Nonlinear Alignment and Joint Embedding of High-Dimensional Datasets". arXiv.
Rihao Qu, Xiuyuan Cheng, Esen Sefik, Jay S. Stanley III, Boris Landa, Francesco Strino, Sarah Platt, James Garritano, Ian D. Odell, Ronald Coifman, Richard A. Flavell, Peggy Myung, and Yuval Kluger. ``Gene Trajectory Inference for Single-cell Data by Optimal Transport Metrics’’. Nature Biotechnology (2024): 1-11. bioRxiv. DOI.
Boris Landa and Xiuyuan Cheng. "Robust Inference of Manifold Density and Geometry by Doubly Stochastic Scaling". SIAM Journal on Mathematics of Data Science (2023). arXiv. DOI.
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. DOI. arXiv
Boris Landa. "Scaling positive random matrices: concentration and asymptotic convergence". Electronic Communications in Probability 27 (2022): 1-13. DOI. arXiv
Sweyta Lohani, Andrew H. Moberly, Hadas Benisty, Boris Landa, Miao Jing, Yulong Li, Michael J. Higley, Jessica A. Cardin. "Spatiotemporally heterogeneous coordination of cholinergic and neocortical activity". Nature Neuroscience (2022): 1-8. DOI. bioRxiv
Rihao Qu, Khusali Gupta, Danni Dong, Yiqun Jiang, Boris Landa, Charles Saez, Gwendolyn Strickland, Jonathan Levinsohn, Pei-lun Weng, M. Mark Taketo, Yuval Kluger, Peggy Myung. "Decomposing a deterministic path to mesenchymal niche formation by two intersecting morphogen gradients". Developmental Cell. 2022 Apr 25;57(8):1053-67. DOI.
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). DOI. arXiv.
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. DOI. arXiv.
Yariv Aizenbud*, Boris Landa*, Yoel Shkolnisky. "Rank-one Multi-Reference Factor Analysis". Statistics and Computing 31.1 (2021): 1-31. DOI. arXiv. (*) Equal contribution.
Boris Landa, Rihau Qu, Joseph Chang, Yuval Kluger. "Local Two-Sample Testing over Graphs and Point-Clouds by Random-Walk Distributions". arXiv
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". Inverse Problems 36.4 (2020): 044003. arXiv
Amitay Eldar, Boris Landa, Yoel Shkolnisky. "KLT Picker: Particle Picking Using Data-Driven Optimal Templates". Journal of Structural Biology 210.2 (2020): 107473 arXiv
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. DOI. arXiv
Boris Landa and Yoel Shkolnisky. "Steerable Principal Components for Space-Frequency Localized Images." SIAM Journal on Imaging Sciences, 10(2):508--534, 2017. DOI. arXiv
Boris Landa and Yoel Shkolnisky. "Approximation scheme for essentially Bandlimited and space-concentrated functions on a disk." Applied and Computational Harmonic Analysis, 43(3):381--403, 2017. DOI.