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Trevor Hastie

Fitting Multilevel Factor Models

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Sep 18, 2024
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Scalable recommender system based on factor analysis

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Aug 12, 2024
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MMIL: A novel algorithm for disease associated cell type discovery

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Jun 12, 2024
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A Fast and Scalable Pathwise-Solver for Group Lasso and Elastic Net Penalized Regression via Block-Coordinate Descent

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May 14, 2024
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Using Pre-training and Interaction Modeling for ancestry-specific disease prediction in UK Biobank

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Apr 26, 2024
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Factor Fitting, Rank Allocation, and Partitioning in Multilevel Low Rank Matrices

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Oct 30, 2023
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A Statistical View of Column Subset Selection

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Jul 24, 2023
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RbX: Region-based explanations of prediction models

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Oct 17, 2022
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Weighted Low Rank Matrix Approximation and Acceleration

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Sep 22, 2021
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Cross-validation: what does it estimate and how well does it do it?

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Apr 14, 2021
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