Hideaki Hayashi

A Hybrid of Generative and Discriminative Models Based on the Gaussian-coupled Softmax Layer

2023 · arXiv (Cornell University)

Generative models have advantageous characteristics for classification tasks such as the availability of unsupervised data and calibrated confidence, whereas discriminative models have advantages in terms of the simplicity of their model structures and learning algorithms …