HOLE: Homological Observation of Latent Embeddings for Neural Network Interpretability

Sudhanva Manjunath Athreya, Paul Rosen

Deep learning models have achieved remarkable success across various domains, yet their learned representations and decision-making processes remain largely opaque and hard to inte…