1 citations · 1 across the 2 of their papers we have counts for
2 papers
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…
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…