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math.ST2007★ 496 cited
Piecewise linear regularized solution paths
Saharon Rosset, Ji Zhu
We consider the generic regularized optimization problem . Efron, Hastie, Johnstone and Tibshirani [Ann. Statist. 32 (2…
math.ST2007★ 163 cited
From -entropy to KL-entropy: Analysis of minimum information complexity density estimation
Tong Zhang
We consider an extension of -entropy to a KL-divergence based complexity measure for randomized density estimation methods. Based on this extension, we develop a general informa…