conftrace_

high-dimensional linear model

7 papers

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Co-occurring keywords · papers mentioning both

high-dimensional regression (3) missing data (2) l1 regularization (2) statistical inference (2) non-negative least squares (1) thresholding (1) overfitting resistance (1) online algorithm (1) graphical model (1) structural equation model (1)

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 High-dimensional Contextual Bandit Problem without Sparsity NeurIPS 2023 Naive imputation implicitly regularizes high-dimensional linear models ICML 2023 Learning a High-dimensional Linear Structural Equation Model via l1-Regularized Regression JMLR 2021 Robust Inference for High-Dimensional Linear Models via Residual Randomization ICML 2021 Sparse recovery by thresholded non-negative least squares NeurIPS 2011