17 citations · 18 across the 5 of their papers we have counts for
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cs.LG2023
An extended asymmetric sigmoid with Perceptron (SIGTRON) for imbalanced linear classification
Hyenkyun Woo
This article presents a new polynomial parameterized sigmoid called SIGTRON, which is an extended asymmetric sigmoid with Perceptron, and its companion convex model called SIGTRON-…
cs.LG2019★ 1 cited
The Bregman-Tweedie Classification Model
Hyenkyun Woo
This work proposes the Bregman-Tweedie classification model and analyzes the domain structure of the extended exponential function, an extension of the classic generalized exponent…
cs.LG2019
Logitron: Perceptron-augmented classification model based on an extended logistic loss function
Hyenkyun Woo
Classification is the most important process in data analysis. However, due to the inherent non-convex and non-smooth structure of the zero-one loss function of the classification…