Two-Stage Online Debiased Lasso Estimation and Inference for High-Dimensional Quantile Regression with Streaming Data.
Yanjin PengLei WangPublished in: J. Syst. Sci. Complex. (2024)
Keyphrases
- streaming data
- quantile regression
- high dimensional
- least squares
- data streams
- concept drift
- variable selection
- sliding window
- cross validated
- low dimensional
- data distribution
- similarity search
- cross validation
- data points
- high dimensional data
- noisy data
- nearest neighbor
- feature space
- anomaly detection
- dimensionality reduction
- image registration
- pairwise