High Dimensional Statistical Estimation Under Uniformly Dithered One-Bit Quantization.
Junren ChenCheng-Long WangMichael K. P. NgDi WangPublished in: IEEE Trans. Inf. Theory (2023)
Keyphrases
- statistical estimation
- high dimensional
- uniform quantization
- adaptive quantization
- successive approximation
- low dimensional
- high dimensionality
- dimensionality reduction
- quantization scheme
- similarity search
- data points
- quantization error
- sparse data
- variable selection
- noisy data
- parameter space
- high dimensional problems
- lookup table
- feature space
- compression scheme
- gene expression data
- block cipher
- input space
- face recognition
- microarray data
- entropy coding
- color quantization
- subband
- high dimensional data
- multi dimensional
- multiresolution
- feature vectors