Lyle Ungar - Google Scholar

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H. Andrew SchwartzStony Brook UniversityVerified email at cs.stonybrook.edu
Dean FosterAmazon, NYCVerified email at amazon.com
Johannes C. EichstaedtStanford UniversityVerified email at stanford.edu
Margaret L. KernAssociate Professor, University of MelbourneVerified email at unimelb.edu.au
"Martin Seligman"University of PennsylvaniaVerified email at psych.upenn.edu
Andrew ScheinAmazon Search - Search Ranking for ProductsVerified email at andrewschein.com
Daniel Preotiuc-PietroBloomberg LPVerified email at bloomberg.net
David M PennockPrincipal Researcher, Microsoft ResearchVerified email at microsoft.com
Michal KosinskiStanford UniversityVerified email at stanford.edu
David StillwellCambridge UniversityVerified email at cam.ac.uk
Gregory ParkTraitLabVerified email at sas.upenn.edu
Sharath Chandra GuntukuUniversity of PennsylvaniaVerified email at seas.upenn.edu
Paramveer DhillonAssistant Professor, University of MichiganVerified email at umich.edu
Maarten SapUniversity of WashingtonVerified email at cs.washington.edu
Jason EisnerProfessor of Computer Science, Johns Hopkins UniversityVerified email at cs.jhu.edu
Philip E. TetlockAnnenberg University Professor, Wharton & School of Arts and Sciences, University of PennsylvaniaVerified email at wharton.upenn.edu
David C. ParkesGeorge F. Colony Professor of Computer Science, Harvard UniversityVerified email at eecs.harvard.edu
Salvatore GiorgiData Scientist, University of PennsylvaniaVerified email at seas.upenn.edu
Richard D De VeauxProfessor of Statistics, Williams CollegeVerified email at williams.edu
Anneke BuffoneUniversity of PennsylvaniaVerified email at sas.upenn.edu

Lyle Ungar

University of Pennsylvania

Verified email at cis.upenn.edu - Homepage

machine learning text mining


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System and method for scheduling broadcast of and access to video programs and other data using customer profiles F Herz, L Ungar, J Zhang, D Wachob, M Salganicoff US Patent 5,758,257, 1998	2586	1998
Methods and metrics for cold-start recommendations AI Schein, A Popescul, LH Ungar, DM Pennock Proceedings of the 25th annual international ACM SIGIR conference on …, 2002	2039	2002
System for generation of user profiles for a system for customized electronic identification of desirable objects FSM Herz, JM Eisner, LH Ungar, MP Marcus US Patent 5,754,939, 1998	1992	1998
Introduction to statistical relational learning D Koller, N Friedman, S Džeroski, C Sutton, A McCallum, A Pfeffer, ... MIT press, 2007	1678	2007
System for generation of object profiles for a system for customized electronic identification of desirable objects FSM Herz, JM Eisner, LH Ungar US Patent 5,835,087, 1998	1582	1998
Efficient clustering of high-dimensional data sets with application to reference matching A McCallum, K Nigam, LH Ungar Proceedings of the sixth ACM SIGKDD international conference on Knowledge …, 2000	1341	2000
Personality, gender, and age in the language of social media: The open-vocabulary approach HA Schwartz, JC Eichstaedt, ML Kern, L Dziurzynski, SM Ramones, ... PloS one 8 (9), e73791, 2013	1289	2013
Clustering methods for collaborative filtering LH Ungar, DP Foster AAAI workshop on recommendation systems 1, 114-129, 1998	1006	1998
Neural networks and related methods for classification BD Ripley Journal of the Royal Statistical Society: Series B (Methodological) 56 (3 …, 1994	904	1994
Whatever does not kill us: cumulative lifetime adversity, vulnerability, and resilience. MD Seery, EA Holman, RC Silver Journal of personality and social psychology 99 (6), 1025, 2010	805	2010
A hybrid neural network‐first principles approach to process modeling DC Psichogios, LH Ungar AIChE Journal 38 (10), 1499-1511, 1992	702	1992
Probabilistic models for unified collaborative and content-based recommendation in sparse-data environments A Popescul, LH Ungar, DM Pennock, S Lawrence arXiv preprint arXiv:1301.2303, 2013	623	2013
Iterative combinatorial auctions: Theory and practice DC Parkes, LH Ungar AAAI/IAAI 7481, 2000	470	2000
Automatic personality assessment through social media language. G Park, HA Schwartz, JC Eichstaedt, ML Kern, M Kosinski, DJ Stillwell, ... Journal of personality and social psychology 108 (6), 934, 2015	422	2015
Iterative combinatorial auctions: Achieving economic and computational efficiency DC Parkes, LH Ungar University of Pennsylvania, 2001	408	2001
Psychological language on Twitter predicts county-level heart disease mortality JC Eichstaedt, HA Schwartz, ML Kern, G Park, DR Labarthe, ... Psychological science 26 (2), 159-169, 2015	391	2015
Statistical relational learning for link prediction A Popescul, LH Ungar IJCAI workshop on learning statistical models from relational data 2003, 2003	328	2003
Using radial basis functions to approximate a function and its error bounds JA Leonard, MA Kramer, LH Ungar IEEE transactions on neural networks 3 (4), 624-627, 1992	294	1992
Direct and indirect model based control using artificial neural networks DC Psichogios, LH Ungar Industrial & engineering chemistry research 30 (12), 2564-2573, 1991	276	1991
Active learning for logistic regression: an evaluation AI Schein, LH Ungar Machine Learning 68 (3), 235-265, 2007	275	2007

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