Precise high-dimensional error analysis of regularized M-estimators.
Christos ThrampoulidisEhsan AbbasiBabak HassibiPublished in: Allerton (2015)
Keyphrases
- error analysis
- high dimensional
- least squares
- estimation problems
- error correction
- low dimensional
- multi dimensional
- cross ratio
- parameter space
- dimensionality reduction
- similarity search
- high dimensional data
- gene expression data
- data points
- feature space
- machine learning
- high dimensionality
- single image
- metric space
- variable selection
- optical flow
- comparative evaluation
- computer vision