2 citations · 3 across the 4 of their papers we have counts for
4 papers
Prior elicitation for Bayesian estimation of single-subject connectivity networks
Yiye Jiang, Alice Chevaux, Wendy Meiring +4
Inference of brain functional connectivity networks from resting-state fMRI data is a key focus in neuroimaging. This paper introduces new Bayesian approaches for inferring a funct…
Wasserstein multivariate auto-regressive models for modeling distributional time series
Yiye Jiang, Jérémie Bigot
This paper is focused on the statistical analysis of data consisting of a collection of multiple series of probability measures that are indexed by distinct time instants and suppo…
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…
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…