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Approximately Equivariant Graph Networks
Fine-grained Expressivity of Graph Neural Networks
From Local to Global: Spectral-Inspired Graph Neural Networks
Deep Learning is Provably Robust to Symmetric Label Noise
Dimensionality reduction, regularization, and generalization in overparameterized regressions
Deep Learning with Label Noise: A Hierarchical Approach
A Simple Spectral Failure Mode for Graph Convolutional Networks
Moisture and temperature influences on nonlinear vegetation trends in Serengeti National Park
Learning Robust Multimodal Knowledge Graph Representations
Autonomous driving
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