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1. sparse_smoothing sparse_smoothing Public

   Implementation of the certificates proposed in the paper "Efficient Robustness Certificates for Discrete Data: Sparsity-Aware Randomized Smoothing for Graphs, Images and More"

   Python 35 7

2. graph_cert graph_cert Public

   Certifiable Robustness to Graph Perturbations

   Jupyter Notebook 13 7

3. node_embedding_attack node_embedding_attack Public

   Adversarial Attacks on Node Embeddings via Graph Poisoning

   Python 59 15

4. danielzuegner/netgan danielzuegner/netgan Public

   Implementation of the paper "NetGAN: Generating Graphs via Random Walks".

   Jupyter Notebook 192 66

5. graph2gauss graph2gauss Public

   Gaussian node embeddings. Implementation of "Deep Gaussian Embedding of Graphs: Unsupervised Inductive Learning via Ranking".

   Python 175 40

6. rsc rsc Public

   Robust Spectral Clustering. Implementation of "Robust Spectral Clustering for Noisy Data: Modeling Sparse Corruptions Improves Latent Embeddings".

   Jupyter Notebook 26 5