Publications

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. Statistical Guarantees for Local Graph Clustering. arXiv, 2019.

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. Parallel and Communication Avoiding Least Angle Regression. arXiv, 2019.

Preprint

. Locality And Structure Aware Graph Node Embedding. WI2018, 2018.

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. Variational Perspective on Local Graph Clustering. Math. Program., 2017.

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. Capacity Releasing Diffusion for Speed and Locality. ICML, 2017.

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

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. A Randomized Rounding Algorithm for Sparse PCA. TKDD, 2017.

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. Parallel Local Graph Clustering. VLDB., 2016.

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

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