The Generalized Cross Entropy Method, with Applications to Probability Density Estimation

By Zdravko I. Botev, Dirk P. Kroese. 2011

57 citations recorded by the source corpus.

Subfields: Control and Systems Engineering, Statistics and Probability

View Paper: https://www.semanticscholar.org/paper/f553202f7afa887077348c95af4313de77806271

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Control and Systems Engineering

1. Heinrich Jiang
2. Ofir Nachum

In Statistics and Probability

1. Heinrich Jiang
2. Ofir Nachum

Citations in the corpus

• Identifying and Correcting Label Bias in Machine Learning (2019, methodology): “…use the Lagrangian method to transform it into the following min-max problem: where J (ˆ y, λ 1 , . . . , λ K ) is define as Note that the KL-divergence may be written as an inner product: Therefore, we have In terms of ˆ y , this is a classic convex optimization problem (Botev and Kroese, 2011).”