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Papers
High-Dimensional Differential Parameter Inference in Exponential Family using Time Score Matching
AISTATS 2025
Interference Among First-Price Pacing Equilibria: A Bias and Variance Analysis
ICLR 2025
Linear Hypothesis Testing in High-Dimensional Expected Shortfall Regression with Heavy-Tailed Errors
JMLR 2025
Adaptive Linear Estimating Equations
NeurIPS 2023
Confidence Intervals and Hypothesis Testing for High-dimensional Quantile Regression: Convolution Smoothing and Debiasing
JMLR 2023
Inference on Strongly Identified Functionals of Weakly Identified Functions
COLT 2023
Evaluating Model Robustness and Stability to Dataset Shift
AISTATS 2021
Divide-and-Conquer for Debiased l_1-norm Support Vector Machine in Ultra-high Dimensions
JMLR 2018
Confidence Intervals and Hypothesis Testing for High-Dimensional Regression
JMLR 2014