Beyond Sub-Gaussian Measurements: High-Dimensional Structured Estimation with Sub-Exponential Designs.
Vidyashankar SivakumarArindam BanerjeePradeep RavikumarPublished in: NIPS (2015)
Keyphrases
- high dimensional
- estimation problems
- low dimensional
- similarity search
- accurate estimation
- feature space
- generalized linear models
- dimensionality reduction
- high dimensional data
- estimation accuracy
- parameter space
- intrinsic dimensionality
- probability density
- data sets
- high dimensionality
- estimation algorithm
- gaussian mixture model
- sparse data
- design space
- regression model
- structured data
- high dimensional spaces
- linear complexity
- parameter estimation
- multi dimensional
- measurement error
- continuous valued
- surface temperature
- neural network