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Daren Wang
Publication Activity (10 Years)
Years Active: 2010-2024
Publications (10 Years): 11
Top Topics
Computationally Efficient
Linear Regression
Change Point
Dense Regions
Top Venues
J. Mach. Learn. Res.
NeurIPS
CoRR
AISTATS
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Publications
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Yuehaw Khoo
,
Yifan Peng
,
Daren Wang
Nonparametric Estimation via Variance-Reduced Sketching.
CoRR
(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)