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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...
09/15/2021 ∙ by Paromita Dubey, et al. ∙
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Distributional Representation of Longitudinal Data: Visualization, Regression and Prediction
We develop a representation of Gaussian distributed sparsely sampled lon...
09/06/2021 ∙ by Álvaro Gajardo, et al. ∙
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Point Process Regression
Point processes in time have a wide range of applications that include t...
05/31/2020 ∙ by Álvaro Gajardo, et al. ∙
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