Exploratory analysis of dynamic networks using latent functions.
Stat. Comput., April, 2025
Deterministic subsampling for logistic regression with massive data.
Comput. Stat., April, 2024
On difference-based gradient estimation in nonparametric regression.
Stat. Anal. Data Min., February, 2024
Fast Robust Location and Scatter Estimation: A Depth-based Method.
Technometrics, 2024
Fast Community Detection in Dynamic and Heterogeneous Networks.
J. Comput. Graph. Stat., 2024
A Subsampling Method for Regression Problems Based on Minimum Energy Criterion.
Technometrics, April, 2023
Lexicon-injected Semantic Parsing for Task-Oriented Dialog.
Proceedings of the IEEE International Conference on Acoustics, 2023
An End-to-End Chinese Text Normalization Model Based on Rule-Guided Flat-Lattice Transformer.
Proceedings of the IEEE International Conference on Acoustics, 2022
Functional outlier detection and taxonomy by sequential transformations.
Comput. Stat. Data Anal., 2020
Directional outlyingness for multivariate functional data.
Comput. Stat. Data Anal., 2019
Optimal difference-based estimation for partially linear models.
Comput. Stat., 2018
Optimal Estimation of Derivatives in Nonparametric Regression.
J. Mach. Learn. Res., 2016