1 citations · 1 across the 3 of their papers we have counts for
3 papers
math.ST2019
Bregman-divergence-guided Legendre exponential dispersion model with finite cumulants (K-LED)
Hyenkyun Woo
Exponential dispersion model is a useful framework in machine learning and statistics. Primarily, thanks to the additive structure of the model, it can be achieved without difficul…
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…