4. Mathematics
  5. Statistics Theory

Pradeep Ravikumar

Mathematics – Statistics Theory

Scientist

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A Dirty Model for Multiple Sparse Regression

Computer Science – Learning
Scientific paper

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A unified framework for high-dimensional analysis of $M$-estimators with decomposable regularizers

Mathematics – Statistics Theory
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Encoding and decoding V1 fMRI responses to natural images with sparse nonparametric models

Statistics – Applications
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Error-Correcting Tournaments

Computer Science – Artificial Intelligence
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High-dimensional covariance estimation by minimizing $\ell_1$-penalized log-determinant divergence

Statistics – Machine Learning
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