Provable More Data Hurt in High Dimensional Least Squares Estimator.
Zeng LiChuanlong XieQinwen WangPublished in: CoRR (2020)
Keyphrases
- least squares
- database
- high dimensional
- data analysis
- data points
- sparse data
- statistical analysis
- high quality
- image data
- data collection
- noisy data
- probability distribution
- data processing
- original data
- data sources
- synthetic data
- multi dimensional
- data distribution
- data quality
- input space
- dimensional data
- high dimensional data
- maximum likelihood
- input data
- nearest neighbor
- small number
- training data
- computer vision
- databases