Xiaozhou Wang
4 papers · 2019–2023 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(4)
Core Methods
(3)
Optimization & Theory
(3)
Artificial Intelligence
(1)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Applications · Reinforcement Learning
(1)
Applications · Data Science & Analytics
(1)
Core AI
(1)
Learning Types
(1)
Mathematics
(1)
Keywords
deep reinforcement learning
(1)
offline reinforcement learning
(1)
statistical inference
(1)
binary classification
(1)
model-based learning
(1)
model predictive control
(1)
high-dimensional statistics
(1)
markov decision process
(1)
hypothesis testing
(1)
quantile regression
(1)
model-based reinforcement learning
(1)
distributed inference
(1)
high-dimensional regression
(1)
linear classification
(1)
bayesian optimization
(1)
crowdsourced clustering
(1)
knowledge gradient
(1)
support vector machine
(1)
asymptotic normality
(1)
confidence interval
(1)
Papers
Confidence Intervals and Hypothesis Testing for High-dimensional Quantile Regression: Convolution Smoothing and Debiasing
JMLR 2023
SMPL: Simulated Industrial Manufacturing and Process Control Learning Environments
NeurIPS 2022
Bayesian Decision Process for Budget-efficient Crowdsourced Clustering
IJCAI 2020
Distributed Inference for Linear Support Vector Machine
JMLR 2019