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08/24/2023
Wasserstein Regression with Empirical Measures and Density Estimation for Sparse Data
The problem of modeling the relationship between univariate distribution...
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06/17/2023
Dynamic Modeling of Sparse Longitudinal Data and Functional Snippets With Stochastic Differential Equations
Sparse functional/longitudinal data have attracted widespread interest d...
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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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09/07/2021
