Wang, Daren

8 publications

NeurIPS 2023 Change Point Detection and Inference in Multivariate Non-Parametric Models Under Mixing Conditions Carlos Misael Madrid Padilla, Haotian Xu, Daren Wang, Oscar Hernan Madrid Padilla, Yi Yu

ICML 2023 Divide and Conquer Dynamic Programming: An Almost Linear Time Change Point Detection Methodology in High Dimensions Wanshan Li, Daren Wang, Alessandro Rinaldo

NeurIPS 2022 Change-Point Detection for Sparse and Dense Functional Data in General Dimensions Carlos Misael Madrid Padilla, Daren Wang, Zifeng Zhao, Yi Yu

NeurIPS 2022 Detecting Abrupt Changes in Sequential Pairwise Comparison Data Wanshan Li, Alessandro Rinaldo, Daren Wang

JMLR 2022 Functional Linear Regression with Mixed Predictors Daren Wang, Zifeng Zhao, Yi Yu, Rebecca Willett

AISTATS 2021 Localizing Changes in High-Dimensional Regression Models Alessandro Rinaldo, Daren Wang, Qin Wen, Rebecca Willett, Yi Yu

JMLR 2021 Statistically and Computationally Efficient Change Point Localization in Regression Settings Daren Wang, Zifeng Zhao, Kevin Z. Lin, Rebecca Willett

JMLR 2019 DBSCAN: Optimal Rates for Density-Based Cluster Estimation Daren Wang, Xinyang Lu, Alessandro Rinaldo