Silhouette Loss: Differentiable Global Structure Learning for Deep Representations

Matheus Vinícius Todescato, Joel Luís Carbonera

Learning discriminative representations is a central goal of supervised deep learning. While cross-entropy (CE) remains the dominant objective for classification, it does not expli…