5 citations · 6 across the 3 of their papers we have counts for
3 papers
q-bio.GN2025
A Large-Scale Benchmark of Cross-Modal Learning for Histology and Gene Expression in Spatial Transcriptomics
Rushin H. Gindra, Giovanni Palla, Mathias Nguyen +6
Spatial transcriptomics enables simultaneous measurement of gene expression and tissue morphology, offering unprecedented insights into cellular organization and disease mechanisms…
cs.LG2023★ 1 cited
Unbalanced Low-rank Optimal Transport Solvers
Meyer Scetbon, Michal Klein, Giovanni Palla +1
The relevance of optimal transport methods to machine learning has long been hindered by two salient limitations. First, the computational cost of standard sample-based so…
q-bio.GN2022★ 5 cited
Uncertainty Quantification for Atlas-Level Cell Type Transfer
Jan Engelmann, Leon Hetzel, Giovanni Palla +3
Single-cell reference atlases are large-scale, cell-level maps that capture cellular heterogeneity within an organ using single cell genomics. Given their size and cellular diversi…