David Gleich

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Austin R BensonVerified email at deshaw.com
Paul G. ConstantineAssistant Professor of Computer Science, University of Colorado BoulderVerified email at colorado.edu
Nate VeldtTexas A&M UniversityVerified email at tamu.edu
Kyle KlosterCarbon 3DVerified email at purdue.edu
Huda NassarPostdoc, Stanford UniversityVerified email at stanford.edu
Leonid ZhukovHSE University, Faculty of Computer Science, ProfessorVerified email at hse.ru
Ryan A. RossiAdobe ResearchVerified email at adobe.com
Amin SaberiProfessor, Stanford UniversityVerified email at stanford.edu
Jure LeskovecProfessor of Computer Science, Stanford UniversityVerified email at cs.stanford.edu
Joyce Jiyoung WhangAssistant Professor, KAISTVerified email at kaist.ac.kr
Inderjit S. DhillonDistinguished Scientist at Google & Professor of Computer Science at UT Austin, Ex-VP at AmazonVerified email at cs.utexas.edu
Assefaw GebremedhinWashington State University, School of EECSVerified email at eecs.wsu.edu
Michael MahoneyProfessor of Statistics, UC BerkeleyVerified email at stat.berkeley.edu
Anthony WirthProfessor, School of Computing and Information Systems, The University of MelbourneVerified email at unimelb.edu.au
Lek-Heng LimUniversity of ChicagoVerified email at galton.uchicago.edu
Mohsen BayatiProfessor, Stanford UniversityVerified email at stanford.edu
Shahin MohammadiBroad InstituteVerified email at broadinstitute.org
Mostofa PatwaryApplied Deep Learning Research, NVIDIAVerified email at nvidia.com
Nicole EikmeierGrinnell CollegeVerified email at grinnell.edu
Christine KlymkoLawrence Livermore National LaboratoryVerified email at llnl.gov

David Gleich

Purdue University

Verified email at purdue.edu - Homepage

Large scale matrix computations Network computations Google's PageRank


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Higher-order organization of complex networks AR Benson, DF Gleich, J Leskovec Science 353 (6295), 163-166, 2016	971	2016
PageRank beyond the web DF Gleich siam REVIEW 57 (3), 321-363, 2015	617	2015
Local higher-order graph clustering H Yin, AR Benson, J Leskovec, DF Gleich Proceedings of the 23rd ACM SIGKDD international conference on knowledge …, 2017	532	2017
Vertex neighborhoods, low conductance cuts, and good seeds for local community methods DF Gleich, C Seshadhri Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012	246	2012
Overlapping community detection using seed set expansion JJ Whang, DF Gleich, IS Dhillon Proceedings of the 22nd ACM international conference on Information …, 2013	241	2013
Overlapping community detection using neighborhood-inflated seed expansion JJ Whang, DF Gleich, IS Dhillon IEEE Transactions on Knowledge and Data Engineering 28 (5), 1272-1284, 2016	231	2016
Heat kernel based community detection K Kloster, DF Gleich Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014	225	2014
Message-passing algorithms for sparse network alignment M Bayati, DF Gleich, A Saberi, Y Wang ACM Transactions on Knowledge Discovery from Data (TKDD) 7 (1), 1-31, 2013	208	2013
Rank aggregation via nuclear norm minimization DF Gleich, L Lim Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011	189	2011
Algorithms for large, sparse network alignment problems M Bayati, M Gerritsen, DF Gleich, A Saberi, Y Wang 2009 Ninth IEEE International Conference on Data Mining, 705-710, 2009	186	2009
Fast parallel PageRank: A linear system approach D Gleich, L Zhukov, P Berkhin Yahoo! Research Technical Report YRL-2004-038, available via http://research …, 2004	175	2004
Parallel maximum clique algorithms with applications to network analysis RA Rossi, DF Gleich, AH Gebremedhin SIAM Journal on Scientific Computing 37 (5), C589-C616, 2015	146*	2015
Tensor spectral clustering for partitioning higher-order network structures AR Benson, DF Gleich, J Leskovec Proceedings of the 2015 SIAM International Conference on Data Mining, 118-126, 2015	134	2015
MatlabBGL D Gleich Accessed via http://www. stanford. edu/, dgleich/programs/matlab_bgl, 2006	124*	2006
Multilinear pagerank DF Gleich, LH Lim, Y Yu SIAM Journal on Matrix Analysis and Applications 36 (4), 1507-1541, 2015	115	2015
Fast maximum clique algorithms for large graphs RA Rossi, DF Gleich, AH Gebremedhin, MMA Patwary Proceedings of the 23rd International Conference on World Wide Web, 365-366, 2014	104	2014
An inner-outer iteration for computing PageRank DF Gleich, AP Gray, C Greif, T Lau SIAM Journal on Scientific Computing 32 (1), 349-371, 2010	99	2010
Non-exhaustive, Overlapping k-means JJ Whang, IS Dhillon, DF Gleich Proceedings of the 2015 SIAM international conference on data mining, 936-944, 2015	89	2015
Computing active subspaces with Monte Carlo P Constantine, D Gleich arXiv preprint arXiv:1408.0545, 2014	84	2014
The spacey random walk: A stochastic process for higher-order data AR Benson, DF Gleich, LH Lim SIAM Review 59 (2), 321-345, 2017	83	2017

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