Lu Tang
4 papers · 2016–2022 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(10)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
causal inference
(2)
robust optimization
(1)
model selection
(1)
data integration
(1)
high-dimensional regression
(1)
regression analysis
(1)
model averaging
(1)
parameter clustering
(1)
fused lasso
(1)
confidence region
(1)
heterogeneous data
(1)
tree-based model
(1)
conditional average treatment effect
(1)
simultaneous inference
(1)
debiasing estimation
(1)
heterogeneous parameter
(1)
personalized treatment effect
(1)
sensitive variable
(1)
regularized fusion
(1)
decision learning
(1)
Papers
A Tree-based Model Averaging Approach for Personalized Treatment Effect Estimation from Heterogeneous Data Sources
ICML 2022
RISE: Robust Individualized Decision Learning with Sensitive Variables
NeurIPS 2022
Method of Contraction-Expansion (MOCE) for Simultaneous Inference in Linear Models
JMLR 2021
Fused Lasso Approach in Regression Coefficients Clustering -- Learning Parameter Heterogeneity in Data Integration
JMLR 2016