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high-dimensional prediction

5 papers

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Co-occurring keywords · papers mentioning both

supervised principal component (1) variable screening (1) shrinkage prediction (1) shrinkage predictor (1) spiked covariance (1) prediction region (1) prediction risk (1) split conformal (1) bayesian prior (1) big data (1)

Papers

CD-split and HPD-split: Efficient Conformal Regions in High Dimensions JMLR 2022 Improved Shrinkage Prediction under a Spiked Covariance Structure JMLR 2021 Bilevel learning of the Group Lasso structure NeurIPS 2018 Iterative Supervised Principal Components AISTATS 2018 One-shot learning and big data with n=2 NeurIPS 2013