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stat.AP2020★ 1 cited
CytOpT: Optimal Transport with Domain Adaptation for Interpreting Flow Cytometry data
Paul Freulon, Jérémie Bigot, Boris P. Hejblum
The automated analysis of flow cytometry measurements is an active research field. We introduce a new algorithm, referred to as CytOpT, using regularized optimal transport to direc…
stat.AP2011
Fréchet means of curves for signal averaging and application to ECG data analysis
Jérémie Bigot
Signal averaging is the process that consists in computing a mean shape from a set of noisy signals. In the presence of geometric variability in time in the data, the usual Euclide…