46 citations · 46 across the 3 of their papers we have counts for
3 papers
stat.ME2019
Combining Smoothing Spline with Conditional Gaussian Graphical Model for Density and Graph Estimation
Runfei Luo, Anna Liu, Yuedong Wang
Multivariate density estimation and graphical models play important roles in statistical learning. The estimated density can be used to construct a graphical model that reveals con…
math.ST2019
Smoothing Spline Semiparametric Density Models
Jian Shi, Jiahui Yu, Anna Liu +1
Density estimation plays a fundamental role in many areas of statistics and machine learning. Parametric, nonparametric and semiparametric density estimation methods have been prop…
cs.DB2009★ 46 cited
Capturing Data Uncertainty in High-Volume Stream Processing
Yanlei Diao, Boduo Li, Anna Liu +4
We present the design and development of a data stream system that captures data uncertainty from data collection to query processing to final result generation. Our system focuses…