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| Homophily modulates double descent generalization in graph convolution networks | Dec 26, 2022 | Graph LearningLearning Theory | CodeCode Available | 0 |
| A Non-Asymptotic Analysis of Oversmoothing in Graph Neural Networks | Dec 21, 2022 | DenoisingStochastic Block Model | —Unverified | 0 |
| Learning Coherent Clusters in Weakly-Connected Network Systems | Nov 28, 2022 | ClusteringStochastic Block Model | —Unverified | 0 |
| DiSC: Differential Spectral Clustering of Features | Nov 10, 2022 | ClusteringStochastic Block Model | CodeCode Available | 0 |
| Scalable Spectral Clustering with Group Fairness Constraints | Oct 28, 2022 | ClusteringFairness | CodeCode Available | 0 |
| Transformers meet Stochastic Block Models: Attention with Data-Adaptive Sparsity and Cost | Oct 27, 2022 | Stochastic Block Model | CodeCode Available | 1 |
| Analysis of Convolutions, Non-linearity and Depth in Graph Neural Networks using Neural Tangent Kernel | Oct 18, 2022 | Node ClassificationStochastic Block Model | CodeCode Available | 0 |
| On Classification Thresholds for Graph Attention with Edge Features | Oct 18, 2022 | ClassificationGraph Attention | —Unverified | 0 |
| Serialized Interacting Mixed Membership Stochastic Block Model | Sep 16, 2022 | modelRecommendation Systems | CodeCode Available | 0 |
