Daren Wang
8 papers · 2019–2023 · 4 conferences · across top CS/AI conferences
Achievements
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π
Interdisciplinary Bridge
π§
Keyword Pioneer
π
Conference Polyglot
(4)
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Cross-Pollinator
(11)
πΊοΈ
Taxonomy Completionist
(14)
Conferences
JMLR (3)
NIPS (3)
AISTATS (1)
ICML (1)
Top co-authors
Keywords
change point detection
(5)
high-dimensional regression
(3)
dynamic programming
(3)
group lasso
(1)
high-dimensional statistics
(1)
time series
(1)
reproducing kernel hilbert space
(1)
coordinate descent
(1)
kernel density estimation
(1)
piecewise constant models
(1)
non-parametric statistics
(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)
density-based clustering
(1)
piecewise constant
(1)
Papers
Change point detection and inference in multivariate non-parametric models under mixing conditions
NIPS 2023
Divide and Conquer Dynamic Programming: An Almost Linear Time Change Point Detection Methodology in High Dimensions
ICML 2023
Functional Linear Regression with Mixed Predictors
JMLR 2022
Detecting Abrupt Changes in Sequential Pairwise Comparison Data
NIPS 2022
Change-point Detection for Sparse and Dense Functional Data in General Dimensions
NIPS 2022
Statistically and Computationally Efficient Change Point Localization in Regression Settings
JMLR 2021
Localizing Changes in High-Dimensional Regression Models
AISTATS 2021
DBSCAN: Optimal Rates For Density-Based Cluster Estimation
JMLR 2019