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  • Johns Hopkins University

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  1. dimensionality_reduction dimensionality_reduction Public

    Code for paper "Dimensionality reduction, regularization, and generalization in overparameterized regressions"

    Jupyter Notebook 1

  2. spectral-inspired-gnn spectral-inspired-gnn Public

    Code for Paper "From Local to Global: Spectral-Inspired Graph Neural Networks"

    Jupyter Notebook 4 2

  3. GNN_community_detection GNN_community_detection Public

    Code for paper "A Spectral Analysis of Graph Neural Networks on Dense and Sparse Graphs" (https://arxiv.org/abs/2211.03231)

    Jupyter Notebook 2

  4. finegrain_expressivity_GNN finegrain_expressivity_GNN Public

    Jupyter Notebook 4 1

  5. Approx_Equivariant_Graph_Nets Approx_Equivariant_Graph_Nets Public

    Code for paper Approximately Equivariant Graph Networks

    Jupyter Notebook 2 1

  6. cosmology_benchmark cosmology_benchmark Public

    Jupyter Notebook 3 1