· 2015
Statistical Learning with Sparsity
- 2,587citations
- 2015year
Short summary
This book introduces statistical learning methods that leverage sparsity, particularly the Lasso, to effectively handle high-dimensional data by estimating models with few non-zero parameters.
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Statistics and ProbabilityMathematics