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05/15/2023
Label Smoothing is Robustification against Model Misspecification
Label smoothing (LS) adopts smoothed targets in classification tasks. Fo...
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05/15/2023
Convergence Analysis of Mean Shift
The mean shift (MS) algorithm seeks a mode of the kernel density estimat...
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04/20/2023
Optimal Kernel for Kernel-Based Modal Statistical Methods
Kernel-based modal statistical methods include mode estimation, regressi...
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01/30/2020