Nesreen K. Ahmed

massive graphs machine learning graph summarization sampling large graphs streaming data statistical inference unbiased estimation graph analytics data streams graphs big data role discovery graph mining graph learning prediction shrinkage estimation statistical estimation subgraphs sketching bipartite graphs graph models embeddings communities networks representation learning feature learning features relational learning deep learning triangle counting martingale efficient algorithms approximation theory algorithms graph anomaly detection motif