Lu Tang
4 papers · 2016–2022 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (6) π Cross-Pollinator (11)
πΊοΈ
Taxonomy Completionist
(11)
π£
Hot Topic Early Bird
Conferences
JMLR (2)
ICML (1)
NIPS (1)
Top co-authors
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 datum
(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
RISE: Robust Individualized Decision Learning with Sensitive Variables
NIPS 2022
A Tree-based Model Averaging Approach for Personalized Treatment Effect Estimation from Heterogeneous Data Sources
ICML 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