
Measure transport methods offer a unified framework for processing and analyzing data distributed according to various probability measures, with applications in biological sciences.


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density-estimation-via-measure-transport-applications-in-biological-sciences


Density Estimation via Measure Transport: Applications in Biological Sciences


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Kernel-based testing reveals hidden patterns in single-cell data, enabling a deeper understanding of cell population heterogeneities.


kernel-based-testing-for-single-cell-differential-analysis-uncovering-population-variations


Kernel-Based Testing for Single-Cell Differential Analysis: Uncovering Population Variations



The authors present a spectral manifold alignment and inference (SMAI) framework that enables principled and interpretable alignability testing and structure-preserving integration of single-cell data.


Principled-and-Interpretable-Alignability-Testing-for-Single-Cell-Data-Integration


Principled and Interpretable Alignability Testing for Single-Cell Data Integration
