Publications:
- H. Xu, H. De Sterck and G. Sanders, 'Fast Multilevel Co-Clustering: Unraveling the Multilevel Overlapping Cluster Structure of Social Network Data', submitted, 2015. [pdf]
- Hans De Sterck and Killian Miller, 'An adaptive algebraic multigrid algorithm for low-rank canonical tensor decomposition', SIAM J. Sci. Comput. 35, B1-B24, 2013. [pdf] [arXiv link]
- Hans De Sterck, 'A Self-learning Algebraic Multigrid Method for Extremal Singular Triplets and Eigenpairs', SIAM J. Sci. Comput. 34, A2092-A2117, 2012. [pdf] [arXiv link]
- Hans De Sterck, Killian Miller, Eran Treister and Irad Yavneh, 'Fast multilevel methods for Markov chains', Numerical Linear Algebra with Applications 18, 961-980, 2011. [pdf]
- Hans De Sterck, Killian Miller, and Geoffrey Sanders, 'Iterant recombination with one-norm minimization for multilevel Markov chain algorithms via the ellipsoid method', Computing and Visualization in Science 14, 51-65, 2011. [pdf]
- Hans De Sterck, Van Emden Henson, and Geoffrey Sanders, 'Multilevel Aggregation Methods for Small-World Graphs with Application to Random-Walk Ranking', Computing and Informatics 30, 1001-1022, 2011. [pdf]
- H. De Sterck, K. Miller, G. Sanders, and M. Winlaw, 'Recursively Accelerated Multilevel Aggregation for Markov Chains', SIAM J. Sci. Comput. 32, 1652-1671, 2010. [pdf]
- H. De Sterck, K. Miller, T. Manteuffel, and G. Sanders, 'Top-Level Acceleration of Adaptive Algebraic Multilevel Methods for Steady-State Solution to Markov Chains', Advances in Computational Mathematics 35, 375-403, 2010. [pdf]
- Hans De Sterck, Thomas. A. Manteuffel, Stephen F. McCormick, Killian Miller, John Ruge, and Geoffrey Sanders, 'Algebraic multigrid for Markov chains', SIAM J. Sci. Comput. 32, 544-562, 2010. [pdf]
- Hans De Sterck, Thomas A. Manteuffel, Stephen F. McCormick, Killian Miller, James Pearson, John Ruge, and Geoffrey Sanders, 'Smoothed aggregation multigrid for Markov chains', SIAM J. Sci. Comput. 32, 40-61, 2010. [pdf]
- Tiffany Inglis, Hans De Sterck, Geoffrey Sanders, Haig Djambazian, Robert Sladek, Saravanan Sundararajan, and Thomas J. Hudson, 'Multilevel Space-Time Aggregation for Bright Field Cell Microscopy Segmentation and Tracking', International Journal of Biomedical Imaging, vol. 2010, Article ID 582760, 21 pages, doi:10.1155/2010/582760, 2010. [pdf] [html]
- Hans De Sterck, Thomas A. Manteuffel, Stephen F. McCormick, Quoc Nguyen, and John Ruge, `Multilevel adaptive aggregation for Markov chains, with application to web ranking', SIAM J. Sci. Comput. 30, 2235-2262, 2008. [pdf]
- Hans De Sterck, Robert D. Falgout, Josh Nolting, and Ulrike Meier Yang, 'Distance-two interpolation for parallel algebraic multigrid', Numerical Linear Algebra with Applications 15, 115-139, 2008. [pdf]
- Hans De Sterck, Ulrike Meier Yang, and Jeffrey J. Heys, `Reducing Complexity in Parallel Algebraic Multigrid Preconditioners', SIAM Journal on Matrix Analysis and Applications 27, 1019-1039, 2006. [pdf]
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