Sokbae Lee

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 8

Top Topics

High Dimensional

General Conditions

Levenberg Marquardt

Top Venues

Publications

Sung Jae Jun, Sokbae Lee
Average Adjusted Association: Efficient Estimation with High Dimensional Confounders. AISTATS (2023)
Xiaohong Chen, Sokbae Lee, Yuan Liao, Myung Hwan Seo, Youngki Shin, Myunghyun Song
SGMM: Stochastic Approximation to Generalized Method of Moments. CoRR (2023)
Sungyoon Lee, Sokbae Lee
The Mean Squared Error of the Ridgeless Least Squares Estimator under General Assumptions on Regression Errors. CoRR (2023)
Sokbae Lee, Yuan Liao, Myung Hwan Seo, Youngki Shin
Fast and Robust Online Inference with Stochastic Gradient Descent via Random Scaling. AAAI (2022)
Sung Jae Jun, Sokbae Lee
Average Adjusted Association: Efficient Estimation with High Dimensional Confounders. CoRR (2022)
Sokbae Lee, Serena Ng
Least Squares Estimation using Sketched Data with Heteroskedastic Errors. ICML (2022)
Sokbae Lee, Yuan Liao, Myung Hwan Seo, Youngki Shin
Fast and Robust Online Inference with Stochastic Gradient Descent via Random Scaling. CoRR (2021)
Sokbae Lee, Serena Ng
Sketching for Two-Stage Least Squares Estimation. CoRR (2020)