Sokbae Lee
4 papers · 2022–2025 · 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
(12)
πΊοΈ
Taxonomy Completionist
(11)
Conferences
AAAI (1)
AISTATS (1)
ICLR (1)
ICML (1)
Top co-authors
Research topics
Keywords
causal inference
(1)
stochastic gradient descent
(1)
least squares regression
(1)
polyak-ruppert averaging
(1)
online inference
(1)
random projection
(1)
asymptotic normality
(1)
influence function
(1)
instrumental variable
(1)
average treatment effect
(1)
least squares estimation
(1)
log odds ratio
(1)
double machine learning
(1)
high dimensional confounder
(1)
heteroskedastic error
(1)
data sketch
(1)
high-dimensional confounding
(1)
random scaling
(1)
sketched datum
(1)
Papers
Prediction Risk and Estimation Risk of the Ridgeless Least Squares Estimator under General Assumptions on Regression Errors
ICLR 2025
Average Adjusted Association: Efficient Estimation with High Dimensional Confounders
AISTATS 2023
Fast and Robust Online Inference with Stochastic Gradient Descent via Random Scaling
AAAI 2022
Least Squares Estimation using Sketched Data with Heteroskedastic Errors
ICML 2022