Daren Wang
8 papers · 2019–2023 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Silver
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Taxonomy Completionist
(14)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
change point detection
(6)
dynamic programming
(3)
high-dimensional regression
(3)
group lasso
(1)
high-dimensional statistics
(1)
time series
(1)
reproducing kernel hilbert space
(1)
nonparametric statistics
(1)
coordinate descent
(1)
kernel density estimation
(1)
piecewise constant models
(1)
minimax optimal
(1)
bradley-terry-luce model
(1)
multivariate time series
(1)
greedy algorithm
(1)
pairwise comparison
(1)
cluster tree
(1)
minimax rate
(1)
functional data
(1)
density-based clustering
(1)
Papers
Change point detection and inference in multivariate non-parametric models under mixing conditions
NeurIPS 2023
Divide and Conquer Dynamic Programming: An Almost Linear Time Change Point Detection Methodology in High Dimensions
ICML 2023
Change-point Detection for Sparse and Dense Functional Data in General Dimensions
NeurIPS 2022
Detecting Abrupt Changes in Sequential Pairwise Comparison Data
NeurIPS 2022
Functional Linear Regression with Mixed Predictors
JMLR 2022
Localizing Changes in High-Dimensional Regression Models
AISTATS 2021
Statistically and Computationally Efficient Change Point Localization in Regression Settings
JMLR 2021
DBSCAN: Optimal Rates For Density-Based Cluster Estimation
JMLR 2019