36 citations · 163 across the 33 of their papers we have counts for
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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.ML2020
Sensor selection on graphs via data-driven node sub-sampling in network time series
Yiye Jiang, Jérémie Bigot, Sofian Maabout
This paper is concerned by the problem of selecting an optimal sampling set of sensors over a network of time series for the purpose of signal recovery at non-observed sensors with…
math.ST2020
Low-rank matrix denoising for count data using unbiased Kullback-Leibler risk estimation
Jérémie Bigot, Charles Deledalle
Many statistical studies are concerned with the analysis of observations organized in a matrix form whose elements are count data. When these observations are assumed to follow a P…