Wen-Xin Zhou
6 papers · 2013–2025 · 1 venue · across top CS/AI venues
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Achievements
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🏃
Academic Marathon · Half
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(19)
🐣
Hot Topic Early Bird
🧭
Keyword Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(6)
Core Methods
(6)
Optimization & Theory
(5)
Data Science & Analytics
(2)
Mathematics & Optimization
(2)
Optimization
(2)
Artificial Intelligence
(1)
Application Areas
(1)
Applications
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types
(1)
Methods
(1)
Keywords
high-dimensional regression
(2)
statistical inference
(2)
quantile regression
(2)
model selection
(1)
online learning
(1)
convex optimization
(1)
parameter estimation
(1)
feature selection
(1)
distributed learning
(1)
high-dimensional statistics
(1)
maximum likelihood
(1)
high-dimensional analysis
(1)
matrix completion
(1)
low-rank matrix
(1)
communication efficiency
(1)
subgradient descent
(1)
support vector machine
(1)
regret bound
(1)
sequential data
(1)
heavy-tailed distribution
(1)
Papers
Linear Hypothesis Testing in High-Dimensional Expected Shortfall Regression with Heavy-Tailed Errors
JMLR 2025
On Inference for the Support Vector Machine
JMLR 2025
Online Quantile Regression
JMLR 2025
Communication-Constrained Distributed Quantile Regression with Optimal Statistical Guarantees
JMLR 2022
Guarding against Spurious Discoveries in High Dimensions
JMLR 2016
A Max-Norm Constrained Minimization Approach to 1-Bit Matrix Completion
JMLR 2013