conftrace_

high-dimensional linear model

6 papers

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Co-occurring keywords

high-dimensional regression (142) missing datum (111) statistical inference (146) non-negative least squares (5) thresholding (2) overfitting resistance (1) online algorithm (445) contextual bandit (381) missing data imputation (57) heavy-tailed distribution (98)

Papers

Power of knockoff: The impact of ranking algorithm, augmented design, and symmetric statistic JMLR 2024
Semi-supervised Inference for Block-wise Missing Data without Imputation JMLR 2024
Naive imputation implicitly regularizes high-dimensional linear models ICML 2023
High-dimensional Contextual Bandit Problem without Sparsity NIPS 2023
Robust Inference for High-Dimensional Linear Models via Residual Randomization ICML 2021
Sparse recovery by thresholded non-negative least squares NIPS 2011