4. Mathematics
  5. Statistics Theory

Rina Foygel

Mathematics – Statistics Theory

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Bayesian model choice and information criteria in sparse generalized linear models

Mathematics – Statistics Theory
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Concentration-Based Guarantees for Low-Rank Matrix Reconstruction

Computer Science – Learning
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Exact block-wise optimization in group lasso and sparse group lasso for linear regression

Statistics – Machine Learning
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Extended Bayesian Information Criteria for Gaussian Graphical Models

Mathematics – Statistics Theory
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Global identifiability of linear structural equation models

Mathematics – Statistics Theory
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