Lise Getoor

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Bert HuangAssistant Professor, Tufts University Department of Computer ScienceVerified email at vt.edu
Ben TaskarUniversity of WashingtonVerified email at cs.washington.edu
Mustafa BilgicIllinois Institute of TechnologyVerified email at iit.edu
Daphne KollerCEO and Founder, insitroVerified email at insitro.com
Prithviraj SenIBM ResearchVerified email at us.ibm.com
Jay PujaraResearch Assistant Professor, University of Southern CaliforniaVerified email at cs.umd.edu
Nir FriedmanProfessor of Computer Science and Medicine, Hebrew UniversityVerified email at mail.huji.ac.il
Elena ZhelevaAssistant Professor of Computer Science, University of Illinois ChicagoVerified email at uic.edu
Ben LondonSr. ML Scientist at AmazonVerified email at amazon.com
Indrajit BhattacharyaTCS ResearchVerified email at tcs.com
Stephen H. BachAssistant Professor of Computer Science, Brown UniversityVerified email at cs.brown.edu
Arti RameshSenior Research Scientist, Educational Testing Services (ETS) AI LabsVerified email at ets.org
James FouldsUniversity of Maryland, Baltimore CountyVerified email at umbc.edu
Angelika KimmigKU LeuvenVerified email at cs.kuleuven.be
Dhanya SridharUniversity of Montreal, MilaVerified email at mila.quebec
Pigi KoukiRelational AIVerified email at relational.ai
Shobeir FakhraeiSenior Machine Learning Scientist, AmazonVerified email at amazon.com
Tina Eliassi-RadProfessor, Northeastern UniversityVerified email at eliassi.org
Theodoros RekatsinasAppleVerified email at inf.ethz.ch
Golnoosh FarnadiAssistant Professor at HEC Montréal & Mila, Canada CIFAR AI ChairVerified email at mila.quebec

Lise Getoor

Professor of Computer Science, University of California, Santa Cruz

Verified email at ucsc.edu - Homepage

Machine Learning Reasoning Under Uncertainty Graph & Network Analysis Information Integration Ethics & Responsible Data Scie


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Collective classification in network data P Sen, G Namata, M Bilgic, L Getoor, B Galligher, T Eliassi-Rad AI magazine 29 (3), 93-93, 2008	3262	2008
Introduction to statistical relational learning L Getoor, B Taskar MIT press, 2007	2001	2007
Learning Probabilistic Relational Models L Getoor, N Friedman, D Koller, A Pfeffer International Joint Conference on Artificial Intelligence (IJCAI), 307-335, 2001	1655*	2001
Link mining: a survey L Getoor, CP Diehl Acm Sigkdd Explorations Newsletter 7 (2), 3-12, 2005	1653*	2005
Link-based classification S Bandyopadhyay, U Maulik, LB Holder, DJ Cook, L Getoor Advanced methods for knowledge discovery from complex data, 189-207, 2005	1111	2005
Collective entity resolution in relational data I Bhattacharya, L Getoor ACM Transactions on Knowledge Discovery from Data (TKDD) 1 (1), 5-es, 2007	816	2007
To join or not to join: the illusion of privacy in social networks with mixed public and private user profiles E Zheleva, L Getoor Proceedings of the 18th international conference on World wide web, 531-540, 2009	772	2009
Preserving the privacy of sensitive relationships in graph data E Zheleva, L Getoor Privacy, Security, and Trust in KDD: First ACM SIGKDD International Workshop …, 2008	544	2008
Hinge-loss markov random fields and probabilistic soft logic SH Bach, M Broecheler, B Huang, L Getoor Journal of Machine Learning 18 (109), 1-67, 2015	438	2015
Entity resolution: theory, practice & open challenges L Getoor, A Machanavajjhala Proceedings of the VLDB Endowment 5 (12), 2018-2019, 2012	399	2012
Knowledge graph identification J Pujara, H Miao, L Getoor, W Cohen The Semantic Web–ISWC 2013: 12th International Semantic Web Conference …, 2013	388	2013
Learning probabilistic models of link structure L Getoor, N Friedman, D Koller, B Taskar Journal of Machine Learning Research 3 (Dec), 679-707, 2002	374	2002
A latent dirichlet model for unsupervised entity resolution I Bhattacharya, L Getoor Proceedings of the 2006 SIAM International Conference on Data Mining, 47-58, 2006	365	2006
Query-driven active surveying for collective classification G Namata, B London, L Getoor, B Huang, U Edu 10th international workshop on mining and learning with graphs 8, 1, 2012	356	2012
Selectivity estimation using probabilistic models L Getoor, B Taskar, D Koller Proceedings of the ACM SIGMOD Conference, 461-472, 2001	336	2001
Iterative record linkage for cleaning and integration I Bhattacharya, L Getoor Proceedings of the 9th ACM SIGMOD workshop on Research issues in data mining …, 2004	315	2004
A short introduction to probabilistic soft logic A Kimmig, S Bach, M Broecheler, B Huang, L Getoor Proceedings of the NIPS workshop on probabilistic programming: foundations …, 2012	300	2012
'Beating the news' with EMBERS: forecasting civil unrest using open source indicators N Ramakrishnan, P Butler, S Muthiah, N Self, R Khandpur, P Saraf, ... Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014	275	2014
SplicePort—an interactive splice-site analysis tool RI Dogan, L Getoor, WJ Wilbur, SM Mount Nucleic acids research 35 (suppl_2), W285-W291, 2007	239	2007
Probabilistic similarity logic M Brocheler, L Mihalkova, L Getoor arXiv preprint arXiv:1203.3469, 2012	226	2012

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