CCAR: Intrinsic Robustness as an Emergent Geometric Property

Akash Samanta, Manish Pratap Singh, Debasis Chaudhuri

Standard supervised learning optimizes for predictive accuracy but remains agnostic to the internal geometry of learned features, often yielding representations that are entangled…