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02/12/2022
Depth profiles and the geometric exploration of random objects through optimal transport
We propose new tools for the geometric exploration of data objects takin...
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10/13/2021
Online network change point detection with missing values
In this paper we study online change point detection in dynamic networks...
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09/15/2021
Learning delay dynamics for multivariate stochastic processes, with application to the prediction of the growth rate of COVID-19 cases in the United States
Delay differential equations form the underpinning of many complex dynam...
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04/09/2021
Modeling Time-Varying Random Objects and Dynamic Networks
Samples of dynamic or time-varying networks and other random object data...
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11/26/2019
Fréchet Change Point Detection
We propose a method to infer the presence and location of change-points ...
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07/25/2019