High-Dimensional Statistics

Sparse Learning

SWAG: A Wrapper Method for Sparse Learning

Wrapper method for sparse learning with competitive finite-sample performance.

Roberto molinari
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High-Dimensional Statistics

Phase Transition Unbiased Estimation in High Dimensional Settings

Addresses unbiased estimation around phase transitions in high-dimensional regimes.

Stephane guerrier
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