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
Huda NassarPostdoc, Stanford UniversityVerified email at stanford.edu
Jure LeskovecProfessor of Computer Science, Stanford UniversityVerified email at cs.stanford.edu
Kyle KlosterCarbonVerified email at purdue.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
Michael MahoneyProfessor of Statistics, UC BerkeleyVerified email at stat.berkeley.edu
Joyce Jiyoung WhangAssociate 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
Anthony WirthProfessor, School of Computer Science, The University of SydneyVerified email at sydney.edu.au
Assefaw GebremedhinWashington State University, School of EECSVerified email at eecs.wsu.edu
Lek-Heng LimUniversity of ChicagoVerified email at galton.uchicago.edu
Mohsen BayatiProfessor, Stanford UniversityVerified email at stanford.edu
Hao YinPhD Student, Stanford UniversityVerified email at stanford.edu
Shahin MohammadiBroad InstituteVerified email at broadinstitute.org
Nicole EikmeierGrinnell CollegeVerified email at grinnell.edu
Mostofa PatwaryApplied Deep Learning Research, NVIDIAVerified email at nvidia.com

David Gleich

Purdue University

Verified email at purdue.edu - Homepage

Large scale matrix computations Network computations Google's PageRank Analyzing AI methods


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Higher-order organization of complex networks AR Benson, DF Gleich, J Leskovec Science 353 (6295), 163-166, 2016	1310	2016
PageRank beyond the web DF Gleich siam REVIEW 57 (3), 321-363, 2015	775	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	742	2017
Heat kernel based community detection K Kloster, DF Gleich Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014	284	2014
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	276	2016
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	268	2012
Overlapping community detection using seed set expansion JJ Whang, DF Gleich, IS Dhillon Proceedings of the 22nd ACM international conference on Information …, 2013	264	2013
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	251	2013
Rank aggregation via nuclear norm minimization DF Gleich, L Lim Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011	221	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	200	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	184	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	179*	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	166	2015
Multilinear pagerank DF Gleich, LH Lim, Y Yu SIAM Journal on Matrix Analysis and Applications 36 (4), 1507-1541, 2015	140	2015
MatlabBGL D Gleich Accessed via http://www. stanford. edu/, dgleich/programs/matlab_bgl, 2006	135*	2006
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	118	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	118	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	105	2015
The spacey random walk: A stochastic process for higher-order data AR Benson, DF Gleich, LH Lim SIAM Review 59 (2), 321-345, 2017	101	2017
Deconvolving feedback loops in recommender systems A Sinha, DF Gleich, K Ramani Advances in neural information processing systems 29, 2016	92	2016

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