Strong converse bounds for high-dimensional estimation.
Ramji VenkataramananOliver JohnsonPublished in: CoRR (2017)
Keyphrases
- high dimensional
- estimation problems
- lower bound
- dimensionality reduction
- low dimensional
- data points
- upper bound
- gene expression data
- similarity search
- parameter estimation
- multi modal
- sparse data
- feature space
- estimation accuracy
- estimation algorithm
- accurate estimation
- machine learning
- tight bounds
- high dimensionality
- gene expression
- noisy data
- parameter space
- metric space
- density estimation
- estimation error
- multi dimensional
- lower and upper bounds
- nearest neighbor
- support vector
- feature extraction
- intrinsic dimensionality
- face recognition
- learning algorithm