Lyle Ungar

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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
Gregory ParkTraitLabVerified email at sas.upenn.edu
Daniel Preotiuc-PietroBloomberg LPVerified email at bloomberg.net
Michal KosinskiStanford UniversityVerified email at stanford.edu
David StillwellCambridge UniversityVerified email at cam.ac.uk
Sharath Chandra GuntukuUniversity of PennsylvaniaVerified email at seas.upenn.edu
David M PennockProfessor, Rutgers UniversityVerified email at dimacs.rutgers.edu
Maarten SapUniversity of WashingtonVerified email at cs.washington.edu
Paramveer DhillonAssistant Professor, University of MichiganVerified email at umich.edu
Jason EisnerProfessor of Computer Science, Johns Hopkins UniversityVerified email at cs.jhu.edu
Salvatore GiorgiData Scientist, University of PennsylvaniaVerified email at seas.upenn.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
Anneke BuffoneUniversity of PennsylvaniaVerified email at sas.upenn.edu
Richard D De VeauxProfessor of Statistics, Williams CollegeVerified email at williams.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	2651	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	2139	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	2079	1998
Introduction to statistical relational learning D Koller, N Friedman, S Džeroski, C Sutton, A McCallum, A Pfeffer, ... MIT press, 2007	1761	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	1606	1998
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	1492	2013
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	1402	2000
Clustering methods for collaborative filtering LH Ungar, DP Foster AAAI workshop on recommendation systems 1, 114-129, 1998	1051	1998
Neural networks and related methods for classification BD Ripley Journal of the Royal Statistical Society: Series B (Methodological) 56 (3 …, 1994	927	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	898	2010
A hybrid neural network‐first principles approach to process modeling DC Psichogios, LH Ungar AIChE Journal 38 (10), 1499-1511, 1992	768	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	642	2013
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	506	2015
Iterative combinatorial auctions: Theory and practice DC Parkes, LH Ungar AAAI/IAAI 7481, 2000	485	2000
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	441	2015
Iterative combinatorial auctions: Achieving economic and computational efficiency DC Parkes University of Pennsylvania, 2001	420	2001
Statistical relational learning for link prediction A Popescul, LH Ungar IJCAI workshop on learning statistical models from relational data 2003, 2003	350	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	311	1992
Active learning for logistic regression: an evaluation AI Schein, LH Ungar Machine Learning 68 (3), 235-265, 2007	304	2007
Detecting depression and mental illness on social media: an integrative review SC Guntuku, DB Yaden, ML Kern, LH Ungar, JC Eichstaedt Current Opinion in Behavioral Sciences 18, 43-49, 2017	283	2017

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