Versatile Descent Algorithms for Group Regularization and Variable Selection in Generalized Linear Models
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This paper proposes an adaptively bounded gradient descent (ABGD) algorithm for group elastic net penalized regression. Unlike previously proposed algorithms, the proposed algorithm adaptively bounds the Fisher information matrix, which results in a flexible a... ...
