2026
Manifold-Aligned Guided Integrated Gradients for Reliable Feature Attribution
ICML 2026poster
Feature attribution is central to diagnosing and trusting deep neural networks, and Integrated Gradients (IG) is widely used due to its axiomatic properties. However, IG can yield unreliable explanations when the integration path between a baseline and the input passes through regions with noisy gra…