36 citations · 163 across the 33 of their papers we have counts for
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stat.ML2021★ 1 cited
Online Graph Topology Learning from Matrix-valued Time Series
Yiye Jiang, Jérémie Bigot, Sofian Maabout
The focus is on the statistical analysis of matrix-valued time series, where data is collected over a network of sensors, typically at spatial locations, over time. Each sensor rec…
math.ST2021
A stochastic Gauss-Newton algorithm for regularized semi-discrete optimal transport
Bernard Bercu, Jérémie Bigot, Sébastien Gadat +1
We introduce a new second order stochastic algorithm to estimate the entropically regularized optimal transport cost between two probability measures. The source measure can be arb…