Sokbae Lee

According to our database, Sokbae Lee authored at least 6 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

SGMM: Stochastic Approximation to Generalized Method of Moments.

Xiaohong Chen, Sokbae Lee, Yuan Liao, Myung Hwan Seo, Youngki Shin, Myunghyun Song

CoRR, 2023

The Mean Squared Error of the Ridgeless Least Squares Estimator under General Assumptions on Regression Errors.

Sungyoon Lee, Sokbae Lee

CoRR, 2023

Average Adjusted Association: Efficient Estimation with High Dimensional Confounders.

Sung Jae Jun, Sokbae Lee

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

Least Squares Estimation using Sketched Data with Heteroskedastic Errors.

Sokbae Lee, Serena Ng

Proceedings of the International Conference on Machine Learning, 2022

Fast and Robust Online Inference with Stochastic Gradient Descent via Random Scaling.

Sokbae Lee, Yuan Liao, Myung Hwan Seo, Youngki Shin

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2020

Sketching for Two-Stage Least Squares Estimation.

Sokbae Lee, Serena Ng

CoRR, 2020