Daren Wang

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 13

Top Topics

Linear Regression

Computationally Efficient

Top Venues

J. Mach. Learn. Res.

IEEE Trans. Inf. Theory

Publications

Yuehaw Khoo, Yifan Peng, Daren Wang
Nonparametric Estimation via Variance-Reduced Sketching. CoRR (2024)
Yang Liu, Chaojie Wei, Seung Chul Yoon, Xinzhi Ni, Wei Wang, Yizhe Liu, Daren Wang, Xiaorong Wang, Xiaohuan Guo
Development of Multimodal Fusion Technology for Tomato Maturity Assessment. Sensors 24 (8) (2024)
Yi Yu, Oscar Hernan Madrid Padilla, Daren Wang, Alessandro Rinaldo
Network Online Change Point Localization. SIAM J. Math. Data Sci. 6 (1) (2024)
Carlos Misael Madrid Padilla, Haotian Xu, Daren Wang, Oscar Hernan Madrid Padilla, Yi Yu
Change point detection and inference in multivariate non-parametric models under mixing conditions. NeurIPS (2023)
Wanshan Li, Daren Wang, Alessandro Rinaldo
Divide and Conquer Dynamic Programming: An Almost Linear Time Change Point Detection Methodology in High Dimensions. ICML (2023)
Daren Wang, Zifeng Zhao, Yi Yu, Rebecca Willett
Functional Linear Regression with Mixed Predictors. J. Mach. Learn. Res. 23 (2022)
Carlos Misael Madrid Padilla, Daren Wang, Zifeng Zhao, Yi Yu
Change-point Detection for Sparse and Dense Functional Data in General Dimensions. NeurIPS (2022)
Oscar Hernan Madrid Padilla, Yi Yu, Daren Wang, Alessandro Rinaldo
Optimal Nonparametric Multivariate Change Point Detection and Localization. IEEE Trans. Inf. Theory 68 (3) (2022)
Wanshan Li, Alessandro Rinaldo, Daren Wang
Detecting Abrupt Changes in Sequential Pairwise Comparison Data. NeurIPS (2022)
Alessandro Rinaldo, Daren Wang, Qin Wen, Rebecca Willett, Yi Yu
Localizing Changes in High-Dimensional Regression Models. AISTATS (2021)
Daren Wang, Zifeng Zhao, Kevin Z. Lin, Rebecca Willett
Statistically and Computationally Efficient Change Point Localization in Regression Settings. J. Mach. Learn. Res. 22 (2021)
Yi Yu, Oscar Hernan Madrid Padilla, Daren Wang, Alessandro Rinaldo
Optimal network online change point localisation. CoRR (2021)
Daren Wang, Xinyang Lu, Alessandro Rinaldo
DBSCAN: Optimal Rates For Density-Based Cluster Estimation. J. Mach. Learn. Res. 20 (2019)
ChingShun Lin, Minhua Tsai, Daren Wang
Fault Tolerance Reconstruction for Multiple Moving Objects Using Reduced Camera Set. Asia International Conference on Modelling and Simulation (2013)
ChingShun Lin, Daren Wang
Spectrogram image encoding based on dynamic Hilbert curve routing. IPTA (2010)