Lee, Sokbae

4 publications

ICLR 2025 Prediction Risk and Estimation Risk of the Ridgeless Least Squares Estimator Under General Assumptions on Regression Errors Sungyoon Lee, Sokbae Lee

AISTATS 2023 Average Adjusted Association: Efficient Estimation with High Dimensional Confounders Sung Jae Jun, Sokbae Lee

AAAI 2022 Fast and Robust Online Inference with Stochastic Gradient Descent via Random Scaling Sokbae Lee, Yuan Liao, Myung Hwan Seo, Youngki Shin

ICML 2022 Least Squares Estimation Using Sketched Data with Heteroskedastic Errors Sokbae Lee, Serena Ng