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data-dependent kernel (1) spectral domain (1) kernel methods (1) graph neural network (1) t-sne visualization (1) manifold (1) discriminability (1) persistence diagram (1) generalization bound (1) support vector machine (1)

Papers

A Manifold Perspective on the Statistical Generalization of Graph Neural Networks ICML 2025 Towards a Persistence Diagram that is Robust to Noise and Varied Densities ICML 2023