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06/29/2023
Estimation and variable selection in a joint model of survival times and longitudinal outcomes with random effects
This paper considers a joint survival and mixed-effects model to explain...
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06/22/2023
Efficient preconditioned stochastic gradient descent for estimation in latent variable models
Latent variable models are powerful tools for modeling complex phenomena...
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08/02/2021
Neuronal Network Inference and Membrane Potential Model using Multivariate Hawkes Processes
In this work, we propose to catch the complexity of the membrane potenti...
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05/18/2021
Neural networks to predict survival from RNA-seq data in oncology
Survival analysis consists of studying the elapsed time until an event o...
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11/24/2020
On the nonparametric inference of coefficients of self-exciting jump-diffusion
In this paper, we consider a one-dimensional diffusion process with jump...
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04/17/2019