Robust Statistics for Describing Causality in Multivariate Time Series.
Florin PopescuPublished in: NIPS Mini-Symposium on Causality in Time Series (2011)
Keyphrases
- multivariate time series
- robust statistics
- granger causality
- shape from shading
- multivariate time series data
- optical flow
- robust estimation
- anisotropic diffusion
- temporal data
- spatial structure
- risk minimization
- temporal patterns
- categorical data
- computer vision
- singular value decomposition
- camera motion
- human motion
- data sets
- least squares
- active learning
- three dimensional
- data mining