GP-VAE: Deep Probabilistic Time Series Imputation.
Vincent FortuinDmitry BaranchukGunnar RätschStephan MandtPublished in: AISTATS (2020)
Keyphrases
- genetic programming
- probabilistic model
- bayesian networks
- dynamic time warping
- uncertain data
- missing values
- data driven
- generative model
- gaussian process latent variable models
- probabilistic logic
- missing data
- non stationary
- conditional probabilities
- knn
- regression problems
- high dimensional
- subsequence matching
- database