High Dimensional Statistical Estimation under One-bit Quantization.
Junren ChenCheng-Long WangMichael K. NgDi WangPublished in: CoRR (2022)
Keyphrases
- statistical estimation
- high dimensional
- uniform quantization
- adaptive quantization
- sparse data
- low dimensional
- successive approximation
- high dimensional data
- dimensionality reduction
- high dimensionality
- quantization scheme
- metric space
- similarity search
- noisy data
- high dimensional problems
- lookup table
- data points
- image segmentation
- subband
- feature space
- quantization error
- parameter space
- microarray data
- multi dimensional
- compression scheme
- nearest neighbor
- code length
- neural network
- high dimension
- entropy coding
- gray code
- similarity measure
- feature selection
- computational complexity
- color images
- high dimensional spaces
- variable selection
- input space
- image compression