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Convergence rates of regularized Huber regression under weak moment conditions
Hongzhi Tong
*
,
Michael Ng
*
Corresponding author for this work
Department of Mathematics
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Dive into the research topics of 'Convergence rates of regularized Huber regression under weak moment conditions'. Together they form a unique fingerprint.
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Mathematics
Convergence Rate
100%
Hilbert Space
100%
Conditional Distribution
100%
Moment Condition
100%
Regression Function
100%
Regression Estimator
50%
Outlier
50%
Statistical Analysis
50%
Prediction Error
50%
Scale Parameter
50%
Keyphrases
Convergence Rate
100%
Huber Regression
100%
Weak Moment Condition
100%
Reproducing Kernel Hilbert Space
40%
Conditional Distribution
40%
Regression Function
40%
Prediction Error
20%
Regression Estimator
20%
Learning Behavior
20%
Statistical Analysis
20%
Robustness to Outliers
20%
Scale Parameter
20%
Heavy-tailed Noise
20%
Robust Learning
20%
Light-tailed
20%