Multivariate Time Series Imputation with Variational Autoencoders.

Vincent Fortuin Gunnar Rätsch Stephan Mandt

Published in: CoRR (2019)

Keyphrases

multivariate time series
missing data
denoising
multivariate time series data
image segmentation
temporal data
phase space reconstruction
autoregressive
dimension reduction
temporal patterns
optical flow
human motion
categorical data
data structure
computer vision
preprocessing
spatial structure