Mixed Effects Neural ODE: A Variational Approximation for Analyzing the Dynamics of Panel Data.
Jurijs NazarovsRudrasis ChakrabortySongwong TasneeyapantSathya N. RaviVikas SinghPublished in: CoRR (2022)
Keyphrases
- mixed effects
- panel data
- variational approximation
- random effects
- bayesian inference
- neural network
- exact inference
- approximate inference
- latent variables
- stock returns
- em algorithm
- kullback leibler
- variational inference
- linear model
- probabilistic inference
- markov chain monte carlo
- cluster ensemble
- posterior distribution
- parameter estimation
- level set
- artificial neural networks
- support vector
- image segmentation