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Lydia Mezrag

2 accepted papers

2025

Principal Curvatures Estimation with Applications to Single Cell Data

ICASSP 2025accepted

The rapidly growing field of single-cell transcriptomic sequencing (scRNAseq) presents challenges for data analysis due to its massive datasets. A common method in manifold learning consists in hypothesizing that datasets lie on a lower dimensional manifold. This allows to study the geometry of poin…

Cited by 0SourceScholar