Samuele Martelli

Learning With Dataset Bias in Latent Subcategory Models

Latent subcategory models (LSMs) offer significant improvements over training flat classifiers such as linear SVMs. Training LSMs is a challenging task due to the potentially large number of local optima in the objective function and the increased model complexity which requires large training set s…