Publications

(2020). Targeted Pandemic Containment Through Identifying Local Contact Network Bottlenecks. arXiv:2006.06939.

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(2020). p-Norm Flow Diffusion for Local Graph Clustering. Thirty-seventh International Conference on Machine Learning (ICML) 2020.

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(2020). Flow-based Algorithms for Improving Clusters: A Unifying Framework, Software, and Performance. arXiv:2004.09608.

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(2020). Statistical Guarantees for Local Graph Clustering. AISTATS.

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(2019). Parallel and Communication Avoiding Least Angle Regression. arXiv.

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(2018). Locality And Structure Aware Graph Node Embedding. WI2018.

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(2017). Variational Perspective on Local Graph Clustering. Math. Program..

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(2017). Capacity Releasing Diffusion for Speed and Locality. ICML.

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(2017). Avoiding communication in primal and dual block coordinate descent methods. SIAM SISC.

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(2017). A Randomized Rounding Algorithm for Sparse PCA. TKDD.

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(2016). Parallel Local Graph Clustering. VLDB..

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(2014). Matrix-free interior point method for compressed sensing problems. Math. Program..

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