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Differential Geometric Least Angle Regression: A Differential Geometric Approach to Sparse Generalized Linear Models

Differential Geometric Least Angle Regression: A Differential Geometric Approach to Sparse Generalized Linear Models

Summary Sparsity is an essential feature of many contemporary data problems. Remote sensing, various forms of automated screening and other high throughput measurement devices collect a large amount of information, typically about few independent statistical subjects or units. In certain cases it is reasonable to assume that the underlying process …