Robust adaptive filtering algorithm based on maximum correntropy criteria for censored regression

The Common Structure of Statistical Models of Truncation, Sample Selection and Limited Dependent Variables and a Simple Estimator for Such Models

James J. Heckman · Annals of Economic and Social Measurement · 1976 · 5.1K citations

Natural Sciences, Biostatistics, Econometrics +13

Adaptive filter theory

Maurice Bellanger · Signal Processing · 1987 · 3K citations

Correntropy: Properties and Applications in Non-Gaussian Signal Processing

Weifeng Liu, Puskal P. Pokharel, José C. Prı́ncipe · IEEE Transactions on Signal Processing · 2007 · 1.7K citations

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Least absolute deviations estimation for the censored regression model

James L. Powell · Journal of Econometrics · 1984 · 1.3K citations

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Generalized Correntropy for RobustAdaptive Filtering

Badong Chen, Lei Xing, Haiquan Zhao et al. · IEEE Transactions on Signal Processing · 2016 · 739 citations · Full text

Computing, Computer Science, Machine Learning +11