368 citations · 468 across the 2 of their papers we have counts for
2 papers
cs.LG2021★ 100 cited
Deep Neural Networks for Rank-Consistent Ordinal Regression Based On Conditional Probabilities
Xintong Shi, Wenzhi Cao, Sebastian Raschka
In recent times, deep neural networks achieved outstanding predictive performance on various classification and pattern recognition tasks. However, many real-world prediction probl…
cs.LG2019★ 368 cited
Rank consistent ordinal regression for neural networks with application to age estimation
Wenzhi Cao, Vahid Mirjalili, Sebastian Raschka
In many real-world prediction tasks, class labels include information about the relative ordering between labels, which is not captured by commonly-used loss functions such as mult…