On deviation probabilities in non-parametric regressionLatin American Journal of Probability and Mathematical Statistics (ALEA), 2023 |
Huber-Robust Confidence SequencesInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2023 |
Robust and Tuning-Free Sparse Linear Regression via Square-Root SlopeSIAM Journal on Mathematics of Data Science (SIMODS), 2022 |
U-statistics of growing order and sub-Gaussian mean estimators with
sharp constantsMathematical Statistics and Learning (MSL), 2022 |