Publications
Refereed Publications
2025
J. Kim, S. Kubal and G. Schiebinger.
Optimal sequencing depth for single-cell RNA-sequencing in Wasserstein space.
The Annals of Statistics, 53(6), 2642–2672.
Optimal sequencing depth for single-cell RNA-sequencing in Wasserstein space.
The Annals of Statistics, 53(6), 2642–2672.
2025
S. Kubal, C. Campbell and E. Robeva.
Log-Concave Density Estimation with Independent Components.
SIAM Journal on Mathematics of Data Science, 7(3), 1465–1490.
Log-Concave Density Estimation with Independent Components.
SIAM Journal on Mathematics of Data Science, 7(3), 1465–1490.
2025
M. Heitz, Y. Ma, S. Kubal
and G. Schiebinger.
Spatial Transcriptomics Brings New Challenges and Opportunities for Trajectory Inference.
Annual Review of Biomedical Data Science, 8, 1–19.
Spatial Transcriptomics Brings New Challenges and Opportunities for Trajectory Inference.
Annual Review of Biomedical Data Science, 8, 1–19.
2021
S. Kubal, E. Lee, C. Y. Tay
and D. Yong.
Multitrack Compressed Sensing for Faster Hyperspectral Imaging.
Sensors, 21(15), 5034.
Multitrack Compressed Sensing for Faster Hyperspectral Imaging.
Sensors, 21(15), 5034.
Preprints
2025
S. Kubal, N. Graham, M. Heitz,
A. Warren, M. P. Friedlander, Y. Plan and G. Schiebinger.
STARK denoises spatial transcriptomics images via adaptive regularization.
arXiv:2512.10994.
STARK denoises spatial transcriptomics images via adaptive regularization.
arXiv:2512.10994.
2025
M. P. Friedlander, S. Kubal,
Y. Plan and M. S. Scott.
Average-case thresholds for exact regularization of linear programs.
arXiv:2510.13083.
Average-case thresholds for exact regularization of linear programs.
arXiv:2510.13083.
Conferences
2025
Statistical strategies for optimizing and denoising
single-cell transcriptomics data.
Oral presentation at the SIAM Pacific Northwest Biennial Meeting.
Oral presentation at the SIAM Pacific Northwest Biennial Meeting.
2025
Log-concave density estimation with independent components.
Oral presentation at the SIAM Pacific Northwest Biennial Meeting.
Oral presentation at the SIAM Pacific Northwest Biennial Meeting.
2020
Multitrack Adaptive Compressive Hyperspectral Imaging
for Cell Monitoring Applications.
Abstract published at Frontiers in Optics, pp. JTu1B-28, Optica Publishing Group.
Abstract published at Frontiers in Optics, pp. JTu1B-28, Optica Publishing Group.